EFTA00601577.pdf

I. INTRODUCTION 1. I have been retained by the law firm of Searcy Denney Scarola Barnhart & Shipley, PA. to provide expert analysis and opinion on behalf of Mr. Bradley J. Edwards in the case originally styled Jeffrey Epstein, Plaintiff, vs. Scott Rothstein, individually, Mr. Bradley J. Edwards, individually, and'. M., individually, Defendant, CASE NO.: 502009CA040800XX30GMBAG, which is pending in the Circuit Court of the 15ih Judicial Circuit, in and for Palm Beach County, Florida. IL QUALIFICATIONS 2. I am an adjunct professor at the College of Information Sciences and Technology at The Pennsylvania State University, University Park, Pennsylvania, since 2017, where I have been employed since 2001. I was a tenure-track professor at The Pennsylvania State University from 2009 through 2016, departing as a tenured full professor in 2017. I am a principal scientist at the Qatar Computing Research Institute. I was a Senior Fellow at the Pew Internet & American Life Project, which is part of the Pew Research Center, from 2010-2012. I was a University Expert at the National Ground Intelligence Center from 2011 through 2014. Prior to my employment at The Pennsylvania State University, I was a Lecturer in the Computer Science Program at the University of Maryland (Asian Division) for 1 year, and before that, I was an Assistant Professor in the Department of Electrical Engineering and Computer Science at the United States Military Academy, a.k.a. West Point, for 3 years. 3. In addition to my academic credentials, my professional experience includes 20 years of practice in the U.S. military, serving in the Infantry as an enlisted soldier and then as a communications officer, working primarily in a variety of information technology-related positions. 4. I have authored approximately 250 academic publications, focusing on the areas of Web data, digital analytics, Web analytics, Web searching, Web search engines, social media, and 1 EFTA00601577 related areas. Approximately 200 of my publications address aspects of search analytics, Web analytics, online advertising, search engines, or Web searching. My recent research work focuses on online news analytics, which is the investigation of the online qualitative and quantitative attributes of news stories with other digital content, and social computing analytics, which is the investigation of social behavior using algorithmic methods. I am also the editor-in-chief of the international academic journal, Information Processing and Management which is a top journal in information science field, and former editor-in-chief of the journal, Internet Research, a top- ranked journal in the web science domain. I have authored, co-authored, or co-edited four books, including Web Search: Public Searching of the Web (2007), Understanding User — Web Interactions via Web Analytics (2009) and Understanding Sponsored Search (2011). A copy of my complete Curriculum Vitae, which includes a list of all publications I have authored in the past 10 years, is attached as Appendix A. 5. My fields of professional expertise include web analytics, search engines, web searching, social media, online advertising, and related computer science and data science areas. In the course of my academic career, I have worked with a variety of search engines and information searching applications in order to understand user searching behavior on the Web and other environments. For example, as part of my Master's program in Computer Science, I designed and coded a text-based search engine. For my Doctorate program in Computer Science, I developed a program interface for Web search engines and implemented it on the Gigabyte search engine. In subsequent research, I have worked with the Microsoft Internet Information Services (IIS) and Verity commercial searching systems. 6. As a computer scientist, I have engaged and am experienced with the classic computer science areas, such as programming, software development, algorithms, and networking. 2 EFTA00601578 I have done extensive server set-up and log analysis. As my master's project, for example, I designed and coded a tool for network performance evaluation and monitoring. I have taught a wide variety of computer courses, including microcomputing, programming (in various languages), and the Web/Internet, at both the undergraduate and graduate level. 7. Concerning user searching behaviors on the Web and web analytics, I have worked directly with real-user searching data from several web search engines. I've also analyzed web data of visitor traffic and other attributes from a variety of websites and social media platforms. I've analyzed real-user data from online search marketing campaigns and user referral traffic to websites. I have conducted research and teaching concerning aspects of websites, including search engine keyword advertising. I've developed web analytics models and processes for analysis of business goals, and I have used web analytics data in both my research and teaching. I've also conducted other research on user searching behaviors. I have advised government agencies and companies in consulting and expert witness matters. A list of cases in which I have testified as an expert in deposition or trial in the past four years is attached as Appendix B. I am being compensated for my work on this case at the rate of $400 per hour. III. ASSIGNMENT AND MATERIALS CONSIDERED 8. In providing my expert opinion, I have been asked to respond to the following question: 9. What is the level of dissemination of defaming statements associating Mr. Bradley J Edwards with the illegal activities of Mr. Scott Rothstein as a result of Mr. Jef•ey Epstein's lawsuit against Mr. Edwards? 3 EFTA00601579 10. For brevity, I refer to the statements associating Mr. Edwards with the illegal activities of Mr. Rothstein as a result of Mr. Epstein's lawsuit as the defaming statements, the statements, or the defaming statements associating Mr. Edwards with Rothstein's illegal activities. II. The defaming statements associate Mr. Edwards with the illegal activities of a Mr. Scott Rothstein, who is a "notorious Ponzi scheme?". Now a debarred lawyer, he is serving a 50- year prison sentence' for operating the $1.4 billion fraud from his Fort Lauderdale law firm office, including forging the signatures of three federal judges on fake legal documents3. Prior to prison, in addition to spending money lavishly via the fruits of his fraud, he paraded as a philanthropists, resulting in some recipients having to return his charitable gifts°. After originally fleeing the US7 with a reported 16 million in US dollars8, he returned to the US, agreeing to work with prosecutors in exchange for a reduced sentence. However, prosecutors withdrew the reduced sentence offer as they determined Mr. Rothstein lied during the investigation and was attempting to hide assets8. 12. My analysis is based on my experience, training, knowledge, and education and is formed through the application of that experience, training, knowledge, and education in the I Ponzi schemer Scott Rothstein hod to feds and should serve 50-year prison term, prosecutors say http://www.sun-sentinel.comilocalthrowardifl- rcg-scott-rothstein-no-sentence-reduction-20170926-story.html 2 Miami, FL - Ponzi Schemer Scott Rothstein Gets 50-year Sentence https://www.vosimeias.com/5745012010/06/09/miami-fl-ponzi-schema- scott-rodistein-gets-50-year-sentencet Florida Pont schemer jailed for SI/billion fraud currently serving a 50-year sentence and his wife officially divorce http://www.dailymail.co.uldnewilanicle-3169768/Divorce-finalized-I-2B-Ponzi-schemer-Rothstein.htmkthaz4w3nn9pfa 3 Miami, FL - Ponzi Schemer Scott Rothstein Gets 50-year Sentence hrips://www.vosimeias.com/57450.12010/06139/miami-fl-ponzi-schemer- scott-rodistein-gets-50-year-sentence/ 4 Rothstein Reveals How SI.2 Billion Ponzi Scheme Money Was Spent hrip://miami.cbslocalcomr2011il2+30/rodistein-reveals-how-l-2-billion- porin-scheme-money-was-spent: The Ultimate Ponzi: Scott Rothstein Book Excerpts Reveal Juicy Details httpsurAvww.huffingtonpost.comr2Ol3103/I2fscott-rothstein-book-the-ultimate-ponzi_n_2862093.html; Scott Rothstein's Cheating Life hrip://www.browardpaltribeach.cominews/scott-rothsteins-cheating-life-644.4966 South Florida lawyer Scott Rothstein faces arrest in Ponzi scheme http://www.tampabay.cornfnewstpoliticsistateroundursouth-florida-lawyer- scott-rotbstein-faces-arrest-in-ponzi-scheme/I055500 ° South Florida lawyer Scott Rothstein faces arrest in Ponzi scheme http://www.tampabay.comincws/politicsistateroundupfsouth-florida-lawyer- scott-rodistein-faces-arrest-in-ponzi-scheme/I055500; Scott Rothstein Charged with Racketeering https://www.cbsnews.comtnews/scott- rodistein-charged-with-radcetecrinW 7 Ponzi schemer Scott Rothstein lied to feds and should serve 50-year prison term, prosecutors say http://www.sun-sentinel.comilocalthrowardal- reg-scott-rothstein-no-sentence-reduction-20170926-story.html 3 Rothstein Sentenced to 50 Years Behind Bars hupiliwww.nbcmiami.comtnewsilocaVRothstein-Sentenced-95951004.html 9 Ponzi schemer Scott Rothstein lied to feds and should serve 50-year prison term, prosecutors say http://www.sun-sentinel.comilocalthrowardffi- reg-scott-rothstein-no-sentence-reduction-20170926-story.html 4 EFTA00601580 principles of web data collection, web analytics, web search, search engines, websites, web traffic analysis, and related market analysis. 13. The materials that I considered in preparing this report are listed in Annendix C. IV. SUMMARY OF OPINIONS 14. Based on my research and analysis in connection with this assignment, which is described in more detail in the body of this report, along with my own experience, training, knowledge, and education as stated, I have reached the following opinion: 15. The defaming statements associating Mr. Bradley J. Edwards with the illegal activities of Mr. Scott Rothstein as a result of Mr. Jeffrey Epstein's lawsuit against Mr. Edwards have been disseminated to at least 74 online media or other sites in 104 separate stories or articles with a combined 9,669,542 potential daily visitors since the lawsuit was filed to the date that 'filed this report, inclusive. 16. This number is conservative, and it is more likely than not, that the defaming statements have received wider dissemination due to factors, discussed in more detail later in this report, such as: a. It is a reasonable assumption that I have not located all references to the defaming statements on every website by the time of the submission of this report. So, there may be more sites with articles containing the defaming statements that are not included in my calculations. b. The focus of my analysis was the online dissemination of the statements. Therefore, I examined only online sources and not the dissemination of the statements made via print or broadcast media. It is reasonable to assume that the statements made were disseminated via these other channels. 5 EFTA00601581 c. I have not included dissemination of the defaming statements in the book, Filthy Rich10 by authors James Patterson and John Connolly. Therefore, this source of dissemination is not included in my analysis. d. In my analysis, I have not attempted to measure face-to-face dissemination of articles containing the defaming statements. Therefore, these sources of dissemination are not included in the count of daily unique visitors. e. Since I do not have access to certain online sources where articles containing the defaming statements may have been disseminated (e.g., email messages, personal social media messages, articles behind firewalls, etc.), these sources are not included in the count of daily unique visitors. f. Given the nature of the Web, there are possibly sites that have hosted the defaming statements that I could not locate or where the statements have been removed. Therefore, these sources of dissemination are not included in the count. g. Also, there are sites that hosted the articles containing the defaming statements where the visitor data is not accessible or where I could not confirm the number of visitors. In these cases, even though I had confirmed the site had posted one or more articles containing the defaming statements, I did not include these sites in my calculation of the unique daily visitors. h. I did not consider the dissemination via social media platforms of articles containing the defaming statements. Therefore, these sources of dissemination are not included in the count of daily unique visitors. 1° James Patterson and John Connolly (2016) Filthy Rich. A Powerful Billionaire_the Scx Scandal that Undid Himand All the Justice that Money Can Buy - The Shocking True Story of Jeffrey Epstein. Little, Brown and Company. 6 EFTA00601582 i. There were many sites that published multiple articles on multiple days that contained or referenced the defaming statements; however, I did not use these multiple articles from the same site with different publication dates in my calculations in determining the number of daily unique visitors who have been exposed to the articles containing the defaming statements. J. I did not include unique daily visitors to articles that link from that article to one or more of the articles containing the defaming statements; unless the article directly referenced the defaming statements, I did not include it in my analysis. k. I did not include the number of individuals who after reading the articles shared the articles or contents contained within those articles with others, which would include multiple individuals reading the same article at or about the same time at the same computer as well as all individuals who learned of the content of the articles from others who had read the articles. I. Finally, I did not include the counts of those who may have been searching and saw the defaming statements made in the search results listing. V. BACKGROUND WEB ANALYTICS FOR TRAFFIC ANALYSIS 17. In the course of forming this opinion, I implemented numerous web analytics and related techniques commonly used in the industry. In order to more clearly discuss these techniques, I define the following terms: • Direct Traffic: visitors to a website that come from entering a website link into a browser location bar (e.g., not coming via a link on another website). • Dissemination: the act of spreading or the circulation of information or articles. 7 EFTA00601583 • Domain: a specific Internet website that are administered as a unit and defined by an Internet Protocol (IP) address. • Reach: the percentage or number of people who visit a website out of the total targeted population. • Referral Traffic: visitors to a site that come from websites other than search engines. • Repeat Visits: visitor traffic to a website in a given period that just includes multiple visits from the same set of IP addresses (i.e., IP addresses with more than one visit); provides a count of the people who have visited a site more than once in a given period. An individual is usually defined by a combination of IP address and browser within a given period but can also be defined by more sophisticated methods. • Search Engine: a program and associated hardware and processes that allows people to find information on the Web, typically via the submission of queries consisting of terms. • Search Traffic: visitors to a site that come from search engines rather than from other websites or via direct navigation. • Search: a submission of a query to a search engine, usually in the form of terms forming a query. • Share: sharing of an article or webpage typically via some social media platform. • Social Media: content that is shared via a social networking website. 8 EFTA00601584 • Unique Visits: visitor traffic to a website within a given period that includes only the first visit (i.e., subsequent visits are ignored), which excludes repeat visits; provides a count of the individuals who have visited a site in a given period. • Unique Daily Visitors: visitor traffic to a website who visits a site at least once in a given 24-hour period. Each visitor, to the site, is counted once during the reporting period, which means it excludes repeat visits; provides a count of the individuals who have visited a site on a given day. • Visits: a count of all the traffic to a website in a given period, including both unique and repeat visits. • Web Ana tics: the measurement, collection, analysis, and reporting of web data. 18. In forming my opinion, I utilized accepted web analytics and related methodologies. To that end, I employed various publicly available online analytic services, as well as subscription-based services in conducting my research, including: • Alexa: an online service that provides web traffic data and analysis. • Google Keyword Tool: an online service that provides the number of searches for a given set of keywords in a given month on the Google search engine. • Google Trends: an online service that shows how often a particular term is relatively searched on the Google search engine in a given period. • Quantcast: an online service that provides web traffic data and analysis. • SimilarWeb: an online service that provides web traffic data and analysis. 19. These tools offer a variety of data and analysis services, and they are frequently utilized by industry professionals in the search engine optimization, web analytics, and search engine marketing fields for the market, customer, and competitive analysis. Furthermore, where 9 EFTA00601585 possible, I did my own assessments, as outlined below, in order to validate the data and analysis results. 20. I also utilized search engines, primarily Google and Bing, to assess the dissemination of articles containing the statements. 21. When necessary, I used multiple data sources, which is a data verification technique known as triangulation'', where one uses multiple and disparate sources for analysis and then compare the results from the separate analysis. If the results are similar, it reinforces the conclusion that the overall data analysis is valid. 22. In situations where I believed that I could not adequately verify the number of individuals or did not have confidence in the numbers in those situations, I did not include those numbers in the calculation. 23. Concerning the accuracy of the analysis, the number of domains where the statements have been disseminated is reliable, as this is straightforward to verify (i.e., the article is either posted on a site or it is not and the article either contains the defaming statements or no). If anything, this is an undercount, as some domains, for example, may have removed such articles, making them no longer available. There are possibly articles containing the defaming statements that I have not been able to locate by the time that I submitted this report. 24. Concerning traffic numbers for domains, the traffic services I used are the de facto industry standard, with billions of dollars in online advertising spend being based on these and related numbers12. Therefore, I consider them reliable for the purpose employed here. II Triangulation (social sciaice) http://en.svikipedia.orghvikilTriangulation_%28social_science%29 13 U.S. Digital Advertising Will Nlake S83 Billion This Year, Says ENIarketer http://www.adweek.comidigitaVu-s-digital-advenising-will-make- 83-billion-this-year-says-emarketer/ 10 EFTA00601586 25. My analysis is based on my experience, training, knowledge, and education and is formed through the application of that experience, training, knowledge, and education in the principles of web data collection, web analytics, web search, search engines, websites, and related areas. VI. METHODOLOGY TO DETERMINE THE DISSEMINATION OF THE DEFAMING STATEMENTS AGAINST MR. EDWARDS 26. My opinion is that articles containing the defaming statements have been disseminated to at least 74 online media or other sites in 104 separate stories or articles with a combined 9,669,542 potential daily visitors. 27. This is a conservative estimate, and it is more likely than not, the statements have received wider dissemination due to factors outlined above. 28. Concerning the procedure employed in determining the dissemination of the statements, nearly every major news site that I investigated has carried some aspects of the overall case relating to Mr. Edwards and Mr. Epstein, or other parties involved. In fact, there are hundreds of news articles and postings concerning the general story from news outlets worldwide, with combined potential viewership in the multi-millions. 29. However, I was not interested in articles that just discussed the story in general or other aspects of the story. I was specifically interested in only those articles that referenced directly the defaming statements. Naturally, this narrow focus is a much smaller subset of news articles and other articles than are the articles addressing the overall story. 11 EFTA00601587 30. To isolate these articles of interest, I generated a series of queries13 that specifically targeted news articles from the case that addressed the defaming statements (e.g., Jeffrey Epstein v. Scott Rothstein and Bradley 2 Edwards lawsuit) to retrieve a set of articles that directly related to the defaming statements". I employed a modified snowball technique1s, starting with one seed query, adding and modifying terms until I was not retrieving new results. I also located some articles via navigating from the set of retrieved articles. 31. An example of a search engine results page in response to one of these queries is shown in Figure 1. 32. Figure 1: Google search results for the search edwards epstein Ponzi scheme. edwards epstein, edwards epstein Ponzi scheme, brad edwards float brad edwards lawyer Pond, brad edwards dirty lawyer, Jeffrey Epstein v. Scott Rothstein and BradleyJ. Edwards lawsuit. Edwards Epstein Attonzey's Suit Against Billionaire Allowed as Long as Justices Say It's OK, Just an 'Ordinary Guy,' Lawyer Dishes on Surviving Rothstein. Battling Epstein. " In addition to the queries, I located some anicles via direction navigation. " https://en.wikipedia.orginikiiSnowball_sampling 12 EFTA00601588 C Y Secure F https www.google.com/st•.. Google edwards epstein Ponzi scheme All News images Videos More About 290.000 results (0.57 seconds) I O, Settings Tools Jeffrey Epstein paid $5.5M to settle lawsuits I Page Six https://pagesiz.corn/2017/10104/jeffrey-epstein-paid-5-5m-to-settle4awsuits/ • Oct 4.2017 • Rothstein Is serving a 50-year sentence for running a $1.2 billion Ponzi scheme. Epstein had sued the Florida attorneys. claiming Edwards Jeffrey Epstein paid 3 women $5.5 million to end sex lawsuits ‘vvowpalmbeachpost.cominewsicrime.../epstein.../8GEJI4YYa2X4ffig4HAgyJ/ • Oct 3. 2017 - Palm Beach billionaire Jeffrey Epstein paid $2.5 million. $2 million & $1 ... that Edwards had nothing to do with Rothstein's Pond scheme. ... PALM BEACH PERV Jeffrey Epstein Paid Victims MILLIONS! www.gossipeztra.com/2017/10/04/jeffrey-epsteimpaid-victims-millions-79822 • Oct 4. 2017 - Epstein has sued both lawyers. alleging that Edwards invented the sex-slave narrative to perpetuate the Ponzi scheme overseen by Rothstein. Newest lawsuit against Epstein expected to include victim... www.palmbeachdailynews.cominewsfiocal/...epstein.../CZ14sOESb004ribinjc1hU • Oct 20. 2013 - One or more victims of Palm Beecher Jeffrey Epstein are expected to testify ... criminal issues.' Ponzi-scheme allegations surrounding Edwards' ... Billionaire Jeffrey Epstein shells out more money in latest sex abuse ... vmw.nydailynews.com/.../billionaire-jeffrey-epstein-shells-money4atest-sex-abuse-la... • Dec 19. 2009 - Epstein has filed a suit charging that Edwards took pan in a Ponca scheme in which his former law partner. Scott Rothstein. gulled investors by ... 33. I then personally verified that each article contained the defaming statements, by reviewing each article used in my analysis to ensure that the articles directly referenced in some way the defaming statements. 34. So, articles relating to the overall story that did not mention the defaming statements were not included in the analysis. 13 EFTA00601589 35. In the end, I had a set of 104 online news articles or stories to the date that I filed this report that specifically referenced the defaming statements to conduct my analysis, as outlined below. These articles are listed in Appendix D. 36. Each of these 104 online articles was posted online. The 104 online articles were distributed among 74 unique domain websites (i.e., some websites posted multiple articles that contain the statements). These 74 domains are also listed in Appendix D with the specific articles links. 37. As seen from the list of domains that have published articles or stories containing references to the statement, many of these domains are those of major news organizations or sources, including BuzzFeed, Forbes, New York Daily News, Page Six, Radar Online, The Daily Mail, The Telegraph, etc. 38. There are regional Florida newspapers, where Mr. Edwards' law office is located, that published articles containing the defaming statements, including The Palm Beach Daily News and The Palm Beach Post. 39. I then used a variety of web analytics traffic services and other sources to get the unique daily visitor traffic for each of these domains. I used multiple services when necessary to get the unique daily visitor traffic for each of these domains, as these traffic services may use different techniques to arrive at their traffic numbers. In end, I used primarily SimilarWeb, as the service was generally providing the most consistent results across websites. 40. In cases where I determined I could not get unique daily visitor traffic numbers or the unique daily visitor traffic was not reliable, in my opinion, I did not include the unique daily visitor traffic numbers for that domain in the numbers. This usually occurred for the sites with a smaller number of daily visitors or sites with an extremely large number of daily visitors. 14 EFTA00601590 41. Unique daily visitors measure is an industry standard web analytics metric for measuring people that visit a website in a given day, also known as unique audience'. It is generally averaged out over multiple days with a given period, such as week or month, as there are normal daily fluctuations. 42. Table 1 shows the unique daily visitor traffic for the listed domains that posted articles or stories referencing the statements and the associated unique daily visitor traffic for each of those domains, along with the number of articles containing the defaming statements posted on that site. 43. Table 1: Domains that published articles or stories containing the defaming statements with the domain's number of unique daily visitors and the number of articles containing the statements published on that domain to the date that I filed this report. No. Domain Domain Unique Visitor Traffic (Daily) Number of Articles Published 1 15thcircuit.co.palm-beach.fl.us a 1 2 aangirfan.blogspot.qa a 1 3 able2know.org 18980 1 4 abovethelaw.com 51000 2 5 absolutewrite.com 37333 1 6 amlawdaily.typepad.com a 1 7 anonhq.com 18689 1 8 archive.org b 1 9 articles.sun-sentinel.com 14979 1 10 books.google.com.qa b 1 11 cannonfire.blogspot.qa a 1 12 casetext.com 20947 1 13 deeppoliticsforum.com a 1 14 docplayer.net 42400 1 15 docuri.com 6024 1 16 forum.davidicke.com 11607 1 17 fullcontentdaily.com a 1 Is Nielsen Online Ratings Metrics Guidelines, http://digitalmeasurernent.nielsen.comifilcsimetrics-guidelines.pdf 15 EFTA00601591 No. Domain Domain Unique Visitor Traffic (Daily) Number of Articles Published 18 girlsjustwannahaveguns.com 8461 1 19 ijr.com 63500 1 20 jonathanturley.org 11827 1 21 law.justia.com 92567 1 22 lawnewz.com 114800 1 23 mondoweiss.net 13949 1 24 nesaranews.blogspot.qa 6227 1 25 novaordemnews.blogspot.qa a 1 26 pagesix.com 55600 1 27 peuplesobservateursblog.wordpress.com a 1 28 radaronline.com 303367 1 29 seeker401.wordpress.com a 1 30 sites.eveyo.com 21627 1 31 static I .squarespace.com b 1 32 tabublog.com a 2 33 theawarenesscenter.blogspot.qa a 1 34 thegoldwater.com 21239 1 35 themillenniumreport.com 8640 1 36 www.4dca.org a 2 37 www.abajournal.com 17782 1 38 www.alecomm.com a 1 39 www.browardpalmbeach.com 17431 1 40 www.buzzfeed.com 717350 1 41 www.courthousenews.com 8785 1 42 www.dailybusinessreview.com a 1 43 www.dailymail.co.ulc 1245477 3 44 www.democraticunderground.com 114467 1 45 www.documentcloud.org 38367 1 46 www.facebook.com b 1 47 www.fairfaxunderground.com 9860 1 48 www.floppingaces.net a 1 49 www.floridabulldog.org a 2 50 www.forbes.com 3942600 2 51 www.freerepublic.com 181467 1 52 www.garyeto.com a 1 53 www.gossipextra.com 41647 3 54 www.gpo.gov 58667 I 55 www.ieyenews.com a I 56 www.justice-integrity.org a 3 16 EFTA00601592 No. Domain Domain Unique Visitor Traffic (Daily) Number of Articles Published 57 www.law.com 34000 1 58 www.law360.com 46333 1 59 www.librarything.com 105333 1 60 www.nydailynews.com 1785333 2 61 www.pacificpundit.com 6399 1 62 www.palmbeachdailynews.com 8320 7 63 www.palmbeachpost.com 183000 3 64 www.pressreader.com b 5 65 www.reddit.com b 1 66 www.rigorousintuition.ca a 1 67 www.scribd.com b 3 68 www.slideshare.net b 1 69 www.sott.net 112333 1 70 www.talkleft.com a 3 71 www.telegraph.co.uk 4828 2 72 www.the5thestate.asia a 1 73 www.veteranstoday.com 46000 1 74 www. um u.com b 2 9,669,542 104 a - Unique daily visitor traffic not available b - Unique daily visitor traffic not verifiable 44. As shown in Table 1, there are 74 domains that hosted 104 articles containing the defaming statements against Mr. Edwards with these defaming statements begin disseminated to, conservatively, a potential 9,669542 daily visitors to these websites. 45. I used each domain's unique daily visitor count to calculate the dissemination of the articles containing the statements to various websites and potentially to visitors to that site (i.e., as visitors to the news sites, these individuals could have been exposed to the articles containing the statements), using the unique daily visitor number only once for each domain, regardless whether that domain published more than one article referring to the statements. VII. RESULTS FOR ANALYSIS OF THE DISSEMINATION OF THE DEFAMING STATEMENTS AGAINST MR. EDWARDS 17 EFTA00601593 46. Based on my analysis as outlined above, my opinion is that the defaming statements associating Mr. Edwards with the illegal activities of Mr. Rothstein as a result of Mr. Epstein :s lawsuit against Mr. Edwards have been disseminated to at least 74 online media or other sites in 104 separate stories or articles with a combined 9,669,542 potential daily visitors since the lawsuit was filed to the date that !filed this report, inclusive. 47. This is a conservative number, and more likely than not, articles containing the defaming statements made have been disseminated to more individuals. VIII. WHY THE NUMBER IS CONSERVATIVE 48. This is a conservative number, and it is more likely than not, the defaming statements have received wider dissemination due to factors such as: a. Although I spent considerable effort to locate published articles that contained the defaming statements, it is reasonable to assume that I have not located all such articles by the time of the submission of this report. So, there are most likely more sites with articles containing the defaming statements that are not included in my calculations, which would increase the dissemination of the articles on domains and increase the traffic count. b. The focus of my analysis was the dissemination of online articles containing the defaming statements, and I examined only online sources and not print or broadcast media. c. I have not included dissemination of the defaming statements in the book, Filthy Rich17 by authors James Patterson and John Connolly. As Mr. Patterson is a well-known author, the book had an initial printing of 500,00018, is well ranked in Amazon's electronic book " lames Patterson and John Connolly (2016) Filthy Rich: A Powerful Billionaire, the Sex Scandal that Undid Him, and All the Justice that Money Can Buy - The Shocking True Story of Jeffrey Epstein. Little, Brown and Company. "FILTHY RICH - PATTERSON, JAMES! CONNOLLY, JOHN (CONY MALLOY, TIMOTHY (CON) - NE lutpurAvvAcebay.com.autitmiFILTHY-R/CH-PATIERSON-JAMES-CONNOLLY-JOHN-CON-MALLOY-TIMOTHY-CON- NE/I92248712306?_trkparms 18 EFTA00601594 and other sections19, and also, a top USA Today top selling book20. The book is available and/or has been reviewed on at least 20 websites, including USA Today, New York Journal of Books, The Daily Beast, and the New York Post, and is available from major online retailers, including Amazon, Wal-mart, Barnes and Noble, and eBay, among others, as shown in Appendix E. This source of dissemination is not included in my calculation. d. In my analysis, I did not attempt to measure face-to-face dissemination that may have occurred after individuals may have read articles containing the defaming statements, which would increase the count. Therefore, this is not included in my calculations. e. Naturally, I could not access certain online sources where the defaming statements made may have been disseminated (e.g., email messages, social media messages, articles behind firewalls, etc.). Therefore, these numbers are not included in my calculations. f. Also, there are possibly sites that have hosted articles containing the defaming statements where the articles have been removed. Therefore, they are not included in my calculations. g. For sites where one or more of the articles containing the defaming statements are posted but where I could not locate or not determine reliable daily unique visitor traffic, I have not included these sites in my calculations. h. I did not include the dissemination of the articles containing the defaming statements directly to social media platforms. "Filthy Rich: A Powerful Billionaire, the Sex Scandal that Undid Him, and All the Justice that Money Can Buy: The Shocking True Story of Jeffrey Epstein https://www.amazon.comfdpfB01EFL9BMC/ref=dp-kindle-redirecttencodingnUTEStzbtkr=l "Patterson takes on sordid Jeffrey Epstein case in 'Filthy Rich' hnps://www.usatoday.com/story/../filthy-richieffrey- epstein...patterson../916052661 19 EFTA00601595 i. I did not include articles that link to one of the articles containing the statements in my calculations of dissemination. Unless the article directly mentioned the statements, I did not include that article in my calculations. j. Many sites published multiple articles on multiple days that quoted or referenced the statements; however, I did not use these multiple publication dates from the same site in my calculations of unique visitor traffic. If a domain published only one article containing the statements, then I directly used the unique daily visitors number. If a domain published multiple articles concerning the statements, I did not count the traffic for the subsequent articles containing the statements made, even though research shows that repeat traffic to websites is generally only about 30%21, meaning that 70% of the traffic would be unique. However, I was not comfortable using this figure given the nature of these sites, which might have higher repeat visitors day-to-day. Therefore, I did not include the visitors to multiple articles in my calculations. k. Finally, I did not include the count of people who may have been searching and may have seen the statements made in the search results, without needing to visit the actual articles, which can easily happen, as shown in Figure 2. I. Figure 2: Example of search results with the defaming statements appearing in the result snippets, requiring no need to visit the website hosting the articles themselves. ri Teevan, J., Adar, E.. Jones. R. and Potts. M. (2006). History repeats itself: repeat queries in Yahoo's logs. In Proceedings of the 29th annual international ACM SlOIR conference on Research and development in information retrieval (SIGIR '06). ACM, Ncw York, NY, USA, 703-704. 20 EFTA00601596 C li Secure https www.google.com Go gle edwards epstein Ponzi scheme All News Images Videos More About 290 COO results (0 57 seconds) q Settings Tools Jeffrey Epstein paid S5.5M to settle lawsuits I Page Six https://pagesix.com/2017/10/04/jeffrey-epstein-paid-5-5m-to-settle-lawsuits/ • Oct 4. 2017 - Rothstein is serving a 50-year sentence for rurrirg a 51 2 CI ion Ponzi scheme. Epstein had sued the Flonda attorneys, claiming Edwards . . Jeffrey Epstein paid 3 women $5.5 million to end sex lawsuits w...-.....palmbeachpost.cominewsicrime. ../epstein ../8GEJk4YYa2X4ffig4HAgyJ' • Oct 3. 2017 - Palm Beach billionaire Jeffrey Epstein paid 52.5 million. 52 million & 51 :hat Edwards had nothing to do Rothstein's Ponzi scheme. . . Oct PALM BEACH PERV Jeffrey Epstein Paid Victims MILLIONS! www.gossipextra.corn/2017/10104/jeffrey-epsteinsaid•victims-millions-79822 • 0 4. 2017 - Epstein has sued both lay.yers. alleging that Edwards invented the sex-stave narrative to perpetuate the Ponzi scheme overseen by Rothsten. Newest lawsuit against Epstein expected to include victim... ?raw palmbeachdailynews corn/news/local/. .epstern. .iCZ14s0ESb0atrib7njc1hU • .,_120. 2313 - Ore or more victos of Palm Beecher Jeffrey Epstein are expected to testify ohm rat :ssues ' Ponzi-scheme allegations surrounding Edwards' . Billionaire Jeffrey Epstein shells out more money in latest sex abuse ... www.nydailynews.comi.../billionaireieffrey-epstein-shells-money-latest-sex-abuse•la... • Dec 19. 2009 • Epstein has filed a suit charging that Edwards took part in a Ponzi scheme ,n h s former law partner. Scott Rothstein. gulled investors by / -11L/ sr, —1_/1 1" XI. SUMMARY OF OPINION 49. The defaming statements concerning Mr. Edwards have been disseminated to at least 74 online media or other sites in 104 separate stories or articles with a combined 9,669,542 individual unique visitors to the date that I filed this report, inclusive. More likely than not, this is a conservative estimate. 21 EFTA00601597 50. Right to Amend: Although I have had access to materials publicly available pertaining to claims in this dispute, I have not been able to review all the material by the deadline for completion of this report. I reserve the right to review and rely on any such material, including at the time of trial. I also reserve the right to issue a supplemental or an amended report if my review of such material results in any significant change or addition to my opinion. 22 EFTA00601598 Respectfully submitted, DATED: 20 October 2017 Dr. Bernard J. Jansen Adjunct Professor College of Information Sciences and Technology The Pennsylvania State University Universit Park, PA, 16802 Phone: Email: jjansen@acm.orq URL: http://www.bernardjjansen.com/ 23 EFTA00601599 Appendix A Curriculum Vitae Adjunct Professor, College of Information Sciences and Technology, The Pennsylvania State University, University Park, Pennsylvania, USA. Professor, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar Principal Scientist Qatar Computing Research Institute (QCRI), Doha, Qatar Research Research Goal: Increase the effectiveness and efficiency for accomplishing information tasks by improving the interaction among people, information, and technology Research Interests: I study the uses and affordances of the Web for information searching and ecommerce, with a focus on interactions among the person, information, and technology. Current active research areas are Web searching, information retrieval, keyword advertising, online marketing, and online social networking within the ecommerce domain. • Sponsored search and keyword advertising • Social media as an information source • Information searching and Web information retrieval Short Bio: Jim has authored or co-authored 250 or so research publications, with articles appearing in a multi-disciplinary and extremely wide range of journals and conferences. He is author of the book Understanding Sponsored Search: A Coverage of the Core Elements of Keyword Advertising (Cambridge University Press), author of the book Understanding User - Web Interactions Via Web Analytics, co-author of the book, Web Search: Public Searching of the Web, and co-editor of the book Handbook of Research on Weblog Analysis. Jim is a principal scientist in the social computing group at the Qatar Computing Research Institute, Professor in the College of Science and Engineering, Hamad bin Khalifa University, and Adjunct Professor at the College of Information Sciences and Technology at The Pennsylvania State University. He is a graduate of West Point and has a PhD in computer science from Texas A&M University, along with master degrees from Texas A&M (computer science) and Troy State (international relations). 24 EFTA00601600 Research Jim is editor-in-chief of the journal, Information Processing & Management (Elsevier), a member of the editorial boards of seven international journals, former editor-in-chief of the journal, Internet Research (Emerald), and he has served on the research committee for the Search Engine Marketing Professional Organization (SEMPO). He has received several awards and honors, including an ACM Research Award, six application development awards, and a university level teaching award, along with other writing, publishing, research, teaching, and leadership honors. He has served as a Senior Fellow at the Pew Research Center with the Pew Internet and American Life Project and a university expert with the National Ground Intelligence Center. He has done several consulting projects (log analysis, statistical analysis) and expert witness cases (patent litigation, civil litigation, and class action suits) in the areas of keyword advertising, web analytics, co-registration, domain parking, webpage access, webpage history, and online advertising click fraud. Education Ph.D. Computer Science, August 1999 - May 1996 Texas A&M University, College Station, Texas 77843 Dissertation: A Software Agent for Performance Improvement of an Existing Information Retrieval System Advisor: Dr. Udo Pooch M.CS. Computer Science, May 1996 - June 1994 Texas A&M University, College Station, Texas 77843 Research Area: Network Performance and Monitoring M.S. International Relations, August 1994 - June 1992 Troy State University, European Division Research Thesis: National Competitive Advantage B.S. Computer Science, May 1985 - June 1981 United States Military Academy, West Point, New York 10996 Engineering Sequence: Electrical Engineering Academic Appointments Current - 2015 Principal Scientist, Qatar Computing Research Institute (QCRI), Hamad Bin Khalifa University, Doha, Qatar Current - 2016 Adjunct Professor, College of Information Sciences and Technology, The Pennsylvania State University, University Park, PA, 16802, USA. 25 EFTA00601601 Academic Appointments Current - 2017 2016 - 2014 2014 - 2011 2014 - 2009 2012 - 2010 2009 - 2003 2003 - 2001 2000 - 1999 1999 - 1998 1998 - 1996 Professor, College of Science and Engineering, Hamad bin Khalifa University, Doha, Qatar Full Professor, College of Information Sciences and Technology, The Pennsylvania State University, University Park, PA, 16802, USA. University Researcher, National Ground Intelligence Center, 2055 Boulders Road, Charlottesville, VA 22911 Associate Professor, College of Information Sciences and Technology, The Pennsylvania State University, University Park, PA, 16802, USA. Senior Fellow, Pew Internet and American Life Project, Pew Research Center, 16151 Street, NW Suite 700 Washington, DC 20036 Assistant Professor, College of Information Sciences and Technology, The Pennsylvania State University, University Park, PA, 16802, USA. (Previously, School of Information Sciences and Technology) Instructor, School of Information Sciences and Technology, The Pennsylvania State University, University Park, PA, 16802, USA Lecturer, Computer Science Program, University of Maryland (Asian Division), Seoul, 104-022, Republic of Korea Assistant Professor, Department of Electrical Engineering and Computer Science, United States Military Academy, West Point, New York, 10996 Lecturer, Department of Electrical Engineering and Computer Science, United States Military Academy, West Point, New York, 10996, USA. Honors and Awards 2016 2016 President's Award for Engagement with Students, The Pennsylvania State University, University Park, Pennsylvania. 2015 Best Paper: Liu, Z. and Jansen, B.J. (2015) Subjective versus Objective Questions: Perception of Question Subjectivity in Social Q&A. 2015 International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction (SBP15). Washington DC, p. 131-140. 31 Mar.-3 Apr. 26 EFTA00601602 Honors and Awards 2011 Teaching and Learning with Technology Fellow at Penn State (May 2011 - May 2012). Teaching research fellowship to develop subject-based learning apps that leverage cellular technology, the contextual (location-aware) attributes of mobile technology, and social media. See tlt.its.psu.edu/2011/07/24/iim-jansen/ 2011 Paper Award: The article, The Seventeen Theoretical Constructs of Information Searching and Information Retrieval, published in Journal of the American Society for Information Science and Technology selected as John Wiley Best JASIST Paper Award 2011 (see http://www.asis.org/awards/iasis paper.html). 2010 Emerald Literati Network 2010 Award for Excellence for Outstanding Reviewer for the journal Internet Research (http://info.emeraldinsight.com/authors/literati/index.htm) 2008 Best Paper, Jansen, B.J., Zhang, M., and Schultz, C. (2008) The Effect of Brand on the Evaluation of IT System Performance. Proceedings of the Southern Association for Information Systems Conference, Richmond, VA, USA 13-15 March 2008 2008 Presented with a Google Faculty Research Award ($50,000) 2007 Article selected as Highly Commended Winner at the Emerald Literati Network Awards for Excellence 2007. Spink, A. and Jansen, B.J. (2006) Searching multiple federated content Web collections, Online Information Review. 30(5), 485-495. 2004 Worldwide press coverage for book Web Search: Public Searching of the Web, co- authored with Dr. Amanda Spink. Including AP, Yahoo! News, CNN, MSN, and numerous other television, radio, Web, and print outlets. 2003 Worldwide press coverage and interviews 6/30/2003-7/3/2003 reference article: Jansen, B.J., and Spink, A. (2003) An analysis of Web pages retrieved and viewed, IC'03: Internet Computing: Web Mining Session, Las Vegas, 4-6 June, 2003. Including: BBC, Irish Radio, Washington Times, Psychology Today, and several U.S. radio stations. 2003 ISI Most Highly Cited Articles in Field of Web Searching for the manuscript Jansen, B.J., Spink, A., and Saracevic, T. (2000) Real Life, Real Users, and Real Needs: A Study and Analysis of User Queries on the Web Information Processing & Management. 38(2), 207-227. The article was identified in May 2003 by ISI Essential Science Indicators to be one of the most cited papers in the research area of Web Searching Behavior. 2002 Highly Commended Article invited for journal publication. Jansen, B.J. (2002) Towards Implementing a Cognitive Model of Searching, Proceedings of the E- Learning 2002 Conference (Web Track), Montreal, Canada. 15-19 October. 2002 Two Crystal Awards of Excellence for outstanding software development in the communications field. 27 EFTA00601603 Honors and Awards 2002 Worldwide press coverage and interviews 3/31/02- 4/5102 reference article: Spink, A., Jansen, B.J., Wolfram, D., and Saracevic, T. (2002). From e-sex to e-commerce: Web search changes, IEEE Computer, 35(3), 133-135. Including: Associated Press, BBC, CBC, MSNBC, Wall Street Journal, New York Times, PC World, CNN, Chinese People's Daily, Toronto Star, US News and World Report, San Francisco Chronicle, The Independent (UK), Business Week, Washington Post, Financial Times (UK), Information Week, Web, TV, newspaper (200+) and magazine media. 2002 Award of Distinction for interactive Web site development. 2002 Two Awards of Excellence for exceptional multimedia application development. 2002 US Army War College Team of the Year for outstanding contributions as team manager. 2001 U.S. Army Visual Information Award for multimedia development. 2000 Highly Commended Award by MCB Publishers, for: Spink, A., Bateman, J., and Jansen, B.J. (1999) Searching the Web: A survey of Excite users, Journal of Internet Research: Electronic Networking Applications and Policy, 9(2), 117-128. 1998 Top Paper Award for: Spink, A., Bateman, J., and Jansen, B.J. (1998) Users' searching behavior on the Excite Web search engine, 1999 World Conference on the WWW and Internet, Orlando, Florida. 1997 ACM Student Research Award for: Jansen, B.J. (1997) Simulated Annealing for Query Results Ranking, Computer Science Education Conference, San Jose, CA. 28 - 30 February. 1992 Writing and Research Award, U.S. Marine Corps University. 1992 Research Award from U.S. Army Trainer Journal Books Jansen, B.J. (2011). Understanding Sponsored Search: Coverage of the Core Elements of Keyword Advertising. Cambridge University Press: Cambridge, UK. Jansen, B.J. (2009) Understanding User — Web Interactions via Web Analytics. Morgan- Claypool Lecture Series. Marchionini, G. (Ed). Morgan-Claypool: San Rafael, CA. Jansen, B.J., Spink, A., and Taksa, I. Editors. (2009) Handbook of Research on Web Log Analysis, Hershey, PA: Idea Group Publishing. 28 EFTA00601604 Books Spink, A., and Jansen, B.J. (2004) Web Search: Public Searching of the Web Dordrecht: Kluwer Academic Publishers. Parts of Books Jansen, B.J. (2016) Log Analysis. Research Methods in Library and Information Science. Libraries Unlimited. Mukherjee, P, Kozlek, B., Gyorke, A., Camplese, C. and Jansen, B.J. (2014) Leveraging Mobile Technology to Enhance Both Competition and Cooperation in an Undergraduate STEM Course. Innovative Practices in Teaching Information Sciences and Technology: Experience Reports and Reflections. p. 167-178. New York: Springer. Reddy, M. C., Jansen, B.J., Spence, P. R. (2010) Collaborative Information Behavior Exploring Collaboration and Coordination During Information Seeking and Retrieval Activities. Foster, J. (Ed.), Collaborative Information Behavior: User Engagement and Communication Sharing. p. 73 - 88. Hershey, PA: IGI. Booth, D., and Jansen, B.J. (2009) A review of methodologies for analyzing Websites. In B.J. Jansen, A. Spink & I. Taksa (Eds.) Handbook of Web Log Analysis. p. 143-164. Hershey, PA: IGI. Jansen, B.J. (2009) The methodology of search log analysis. In B.J. Jansen, A. Spink & I. Taksa (Eds.), Handbook of Web log analysis. p. 100-123. Hershey, PA: IGI. Jansen, B.J., Taksa, I., and Spink, A. (2009) Research and methodological foundations of transaction log analysis. In B.J. Jansen, A. Spink & I. Taksa (Eds.) Handbook of Web Log Analysis. p. 1-17. Hershey, PA: IGI. Rainie, I., and Jansen, B.J. (2009) Surveys as a complementary method to Web log analysis. In B.J. Jansen, A. Spink & I. Taksa (Eds.), Handbook of Web Log Analysis. p. 39- 64. Hershey, PA: IGI. Taksa, I., Spink, A., and Jansen, B.J. (2009) A review of methods in presented in the handbook of weblog analysis. In B.J. Jansen, A. Spink & I. Taksa (Eds.) Handbook of Web Log Analysis. p. -358. Hershey, PA: IGI. Zhang, M., and Jansen, B.J. (2009) Using action-object pairs as a conceptual framework for transaction log analysis. In B.J. Jansen, A. Spink & Taksa, I. (Eds.), Handbook of Web Log Analysis. p. 416-435. Hershey, PA: IGI. Jansen, B.J. and Spink, A. (2008) Logfile analysis. In International Encyclopedia of Communication. Editors: Robin Mansell. Oxford: Blackwell Press. 6. p. 2730-2734. 29 EFTA00601605 Parts of Books Jansen, B.J. and Spink, A. (2008) How to Define Searching Sessions on Web Search Engines. In Lecture Notes in Artificial Intelligence, LNAI 4198, Advances in Web Mining and Web Usage Analysis. Editors: Olfa Nasraoui, Osmar Zaiane, Myra Spiliopoulou, Bamshad Mobasher, Philip Yu, Brij Masand. p. 92 — 109. Berlin Heidelberg: Springer-Verlag. Jansen, B.J., Berkheiser, W, Spink, A., and Pedersen, J. (2007) How people search for governmental information on the Web. In: Encyclopedia of Digital Government. Editors: Ari- Veikko Anttiroiko and Matti Malkia. p. 933-939. Hershey, PA: Idea Group Publishing. Wolfe, R., Jansen, B.J., and Spink, A. (2006) Semantics and the medical Web: A review of barriers and breakthroughs in effective healthcare query. In: Advances in Electronic Business. Vol. II. Editors: E. Li and D.C. Timon. p. 267-279. Hershey, PA: Idea Group Publishing. Jansen, K. J., Corley, K. G., and Jansen, B.J. (2006) E-Survey methodology: A review, issues, and implications. In Encyclopedia of Electronic Surveys and Measurements (EESM)U. Editors: Jason D. Baker and Robert Woods. p. 1-8. Hershey, PA: Idea Group Publishing. Jansen, B.J. and Spink, A. (2004) An analysis of documents viewing pattems of Web search engine users In Web Mining: Applications and Techniques. Editor: Anthony Scime. p. 339- 354. Hershey, PA: Idea Group Publishing. Jansen, B.J. (2004) The use of query operators and their effect on the results of Web search engines, In Issues of Human Computer Interaction. Editor: Dr. Anabela Sarmento. p. 50-72. Hershey, PA: Idea Group Publishing. Refereed Journal Articles Mukherjee, P. and Jansen, B.J. (2017) Conversing and Searching: The Causal Relationship between Social Media and Web Search. Internet Research. Clarke, T. and Jansen, B.J. (2017) Conversion potential: A metric for evaluating search engine advertising performance. Journal of Interactive Marketing. 11(2), 142-159. Mukherjee, P. and Jansen, B.J. (2017) Information Sharing by Viewers via Second Screens for In Real Life Events. ACM Transactions on the Web. 11(1), Article 1. Liu, Z., and Jansen, B.J. (2017) Identifying and Predicting the Desire to Help in Social Question and Answering. Information Processing & Management. 53(2), 490-504. Liu, Z., and Jansen, B.J. (2017) ASK: A Taxonomy of Information Seeking Posts in Social Question and Answering. Journal of the Association for Information Science and Technology. 68(2), 333-347. 30 EFTA00601606 Refereed Journal Articles Coughlin, D. and Jansen, B.J. (2016) Modeling Journal Bibliometrics to Predict Downloads and Inform Purchase Decisions at University Research Libraries. Journal of the Association for Information Science and Technology. 67(9), 2263-2273. Liu, Z., and Jansen, B.J. (2016) Understanding and Predicting Question Subjectivity in Social Question and Answering. IEEE Transactions on Computational Social Systems. 3(1), 32-41. Ortiz-Cordova, A. and Jansen, B.J. (2016) Associating Searching on Search Engines to Subsequent Searching on Sites. International Journal of Information Systems in the Service Sector. 8(2), 30-43. Coughlin, D., Campbell, M., and Jansen, B.J. (2015) A Web Analytics Approach for Appraising Electronic Resources in Academic Libraries. Journal of the Association for Information Science and Technology. 67(3), 518-534. Ortiz-Cordova, A., Yang, Y., and Jansen, B.J. (2015) External to Internal Search: Associating Searching on Search Engines with Searching on Sites. Information Processinq & Management. 51(5), 718-736. Mukherjee, P, Kozlek, B., Jansen, B.J., Gyorke, A., and Camplese, C. (2014) Designing a Mobile and Socially Networked Learning Assistant for a University-level Keyword Advertising Course. MERLOT Journal of Online Learning and Teaching. 10(3), 351-373. Yang, Y., Qin, R., Zhang, J., Zeng, D., and Jansen, B.J. (2014) Budget Planning for Coupled Campaigns in Sponsored Search. International Journal of Electronic Commerce. 18(3), 39- 66. Mukherjee, P. and Jansen, B.J. (2014) Performance Analysis of Keyword Advertising Campaign Using Gender-Brand Effect of Search Queries. Electronic Commerce Research and Applications. 13(2), 139-149. Jansen, B.J., Liu, Z., and Simon, Z. (2013) The Effect of Ad Rank on Performance of Keyword Advertising Campaigns. Journal of the American Society for Information Science and Technology. 64(10), 2115-2132. Jansen, B.J., Moore, K., and Carman, S. (2013) Evaluating The Performance of Demographic Targeting Using Gender in Keyword Advertising. Information Processing & Management. 49(1), 286-302. Jansen, B.J., Zhang, I, and Mattila, A. S. (2012) Investigating Brand Knowledge of Web Search Engines: User Reactions to Search Engine Logos. Electronic Commerce Research. 12(4), 429-454. Zhang, I, Jansen, B.J., Mattila, A. S. (2012) A Branding Model for Web Search Engines. International Joumal of Internet Marketing and Advertising. 7(3), 195 - 216. Ortiz-Cordova, A. and Jansen, B.J. (2012) Classifying Web Search Queries in Order to Identify High Revenue Generating Customers. Journal of the American Society for Information Science and Technology. 63(7), 1426 - 1441. 31 EFTA00601607 Refereed Journal Articles Zhang, M., Jansen, B.J., and Chowdhury, A. (2011) Influence of Business Engagement in Online Word-of-mouth Communication on Twitter A Path Analysis. Electronic Markets: The International Journal on Networked Business. 21(3), 161-175. Jansen, B.J., Sobel, K., and Zhang, M. (2011) The Brand Effect of Key Phrases and Advertisements in Sponsored Search. International Journal of Electronic Commerce. 6(1), 77- 106. Jansen, B.J., Liu, Z., Weaver, C., Campbell, G. and Gregg, M. (2011) Real Time Search on the Web: Queries, Topics, and Economic Value. Information Processing & Management. 47(4), 491-506. Jansen, B.J., Sobel, K. and Cook, G. (2011) Classifying Ecommerce Information Sharing Behaviour by Youths on Social Networking Sites. Journal of Information Science. 37(2), 120- 136. Jansen, B.J. and Schuster, S. (2011) Bidding on the Buying Funnel for Sponsored Search Campaigns. Journal of Electronic Commerce Research. 12(1), 1-18. Kuthuria, A., Jansen, B.J., Hafernik, C. (2010) K-means Clustering to Determine User Intent of Web Queries. Journal of Internet Research: Electronic Networking Applications and Policy. 20(5), 563-581. Rosso, M. A. and Jansen, B.J. (2010) Brand Names as Keywords in Sponsored Search Advertising. Communications of the Association for Information Systems. 27(1), Article 6. Available at: htt •llaisel aisnet or /cais/vol27/iss1/6 JASIST Best Paper Highly Cited Jansen, B.J., and Rieh, S. (2010) The Seventeen Theoretical Constructs of Information Searching and Information Retrieval. Journal of the American Society for Information Science and Technology. 61(8), 1517-1534. Jansen, B.J., Tapia, A. H., and Spink, A. (2010) Searching for salvation: An analysis of US religious searching on the World Wide Web, Religion. 40(1), 39-52. Jansen, B.J., Zhang, M, Sobel, K, and Chowdury, A. (2009) Twitter Power Tweets as Electronic Word of Mouth. Journal of the American Society for Information Science and Technology. 60(11), 2169-2188. Recognized as one of the top 10 most highly cited papers in JASIST published since 2001 http://www.asis.org/Bulletin/Aug-12/AugSep12 Bar-Ilan.html Jansen, B.J., Booth, D. and Smith, B. (2009) Using the taxonomy of cognitive learning to model online searching. Information Processing & Management. 45(6), 643-663. Tjondronegoro, D., Spink, A., and Jansen, B.J. (2009) A Study and Comparison of Multimedia Web Searching: 1997-2006. Journal of the American Society for Information Science and Technology. 60(9), 1756-1768. 32 EFTA00601608 Refereed Journal Articles Jansen, B.J., Zhang, M., and Schultz, C. (2009). Search engine brand and the effect on user perception of searching performance. Journal of the American Society for Information Science and Technology. 60(8), 1572-1595. Flaherty, T. B., Jansen, B.J., Hofacker, C., and Murphy, J. (2009). Insights on the Google Online Marketing Challenge and Its Successful Classroom Implementation. Journal of Online Learning and Teaching, 5(2), 446-457. Jansen, B.J., Booth, D. I., and Spink, A. (2009). Patterns of query modification during Web searching. Journal of the American Society for Information Science and Technology. 60(7), 1358-1371. Jansen, B.J., Flaherty, T.B., Baeza-Yates, R., Hunter, I., Kitts, B., and Murphy, J. (2009). The Components and Impact of Sponsored Search. IEEE Computer. 42(5) 98-101. Rosso, M., McClelland, M. K., Jansen, B.J., and Fleming, S. W. (2009) Using Google AdWords in the MBA MIS Course. Journal of Information System Education. 20(1), 41-50. Zhang, Y., Jansen, B.J., and Spink, A. (2009) Identification of factors predicting clickthrough in Web searching using neural network analysis. Journal of the American Society for Information Science and Technology. 60(3), 557-570. Zhang, Y., Jansen, B.J., and Spink, A. (2009) Time Series Analysis of a Web Search Engine Transaction Log, Information Processing & Management. 45(2), 230-245. Jansen, B.J. and Spink, A. (2009) Investigating Customer Click through Behavior with Integrated Sponsored and Non-Sponsored Results International Journal of Internet Marketing and Advertisement 5(1/2), 74-94. Jansen, B.J., Ciamacca, C., and Spink, A. (2008) An Analysis of travel searching on the Web, Journal of Information Technology and Tourism. 10(2), 101-118. Jansen, B.J. and Mullen, T. (2008) Sponsored search: An overview of the concept, history, and technology, International Journal of Electronic Business. 6(2), 114 -131. Spink, A., and Jansen, B.J. (2008) Trends in searching for business and e-commerce information on Web search engines, International Journal of Electronic Commerce. 9(2), 154- 161. Highly Cited Jansen, B.J., Booth, D., and Spink, A. (2008) Determining the informational, navigational, and transactional intent of Web queries, Information Processing & Management. 44(3), 1251- 1266. The most cited article in IP&M published since 2008. Jansen, B.J. (2008) Searching for digital Images on the Web, Journal of Documentation. 64(1), 81-101. 33 EFTA00601609 Refereed Journal Articles Jansen, B.J. and Eastman, C. (2008) Limitations of advanced searching techniques on Web search engines, Journal of Electronic Resources in Law Librarianship. 1(1), 55-81. Highly Cited Reddy, M. C. and Jansen, B.J. (2008) A model for understanding collaborative information behavior in context: A study of two healthcare teams, Information Processing & Management. 44 (1), 256-273. One of the Top 25 most cited articles in IP&M published since 2008. Jansen, B.J., Zhang, M., and Spink, A. (2007) Patterns and transitions of query reformulation during Web searching, International Journal of Web Information Systems. 3(4), 328-340. Jansen, B.J., Brown, A., and Resnick, M. (2007) Factors relating to the decision to click-on a sponsored link, Decision Support Systems. 44(1), 46-59. Jansen, B.J. and Spink, A. (2007) Sponsored search: Is money a motivator for providing relevant results?, IEEE Computer. 40(8), 50-55. Jansen, B.J. (2007) Click fraud. IEEE Computer. 40(7), 85-86. Jansen, B.J. (2007) The comparative effectiveness of sponsored and non-sponsored results for Web ecommerce queries, ACM Transactions on the Web. 1(1), Article 3. Jansen, B.J., Spink, A., Blakely, C., and Koshman, S. (2007) Defining a session on Web search engines Journal of the American Society for Information Science and Technology. 58(6), 862-871. Jansen, B.J., Spink, A., and Koshman, S. (2007) Web searcher interactions with the Dogpile. com meta-search engine Journal of the American Society for Information Science and Technology. 58(5), 744-755. Jansen, B.J., Mullen, T., Spink, A., and Pederson, J. (2006) Automated gathering of Web information: An in-depth examination of agents interacting with search engines, ACM Transactions on Internet Technology. 6(4), 442-464. Jansen, B.J. and Resnick, M. (2006) An examination of searcher's perceptions of non- sponsored and sponsored links during ecommerce Web searching, Journal of the American Society for Information Science and Technology. 57(14), 1949-1961. Koshman, S. Spink, A., Jansen, B.J., Park, M., and Fields, C. (2006) Web Searching on the Vivisimo search engine, Journal of the American Society for Information Science and Technology. 57(14), 1875-1887. Spink, A., Jansen, B.J., Blakely, C., and Koshman, S. (2006) Overlap among major search engines, Journal of Internet Research: Electronic Networking Applications and Policy. 16(4), 419-426. 34 EFTA00601610 Refereed Journal Articles Jansen, B.J. (2006) Search log analysis: What is it; what's been done; how to do it, Library and Information Science Research, 28(3), 407-432. Paper Award Spink, A., and Jansen, B.J. (2006) Searching multiple federate content Web collections, Online Information Review. 30(5), 485-495. Spink, A., Partridge, H., and Jansen, B.J. (2006) Sexual/pomographic Web searching: Trends analysis First Monday. 11(9). http://www.firstmonday.org/issues/issue11 9/spink/index.html. Jansen, B.J. (2006) Paid search, IEEE Computer. 39(7), 88-90. Spink, A., Jansen, B.J., Blakely, C., and Koshman, S. (2006) A study of results overlap and uniqueness among major Web search engines, Information Processing & Management. 42(5), 1379-1391. Jansen, B.J. (2006) Using temporal pattems of interactions to design effective automated searching assistance systems, Communications of the ACM. 49(4), 72-74. Jansen, B.J. and Molina, P. (2006) The effectiveness of Web search engines for retrieving relevant ecommerce links, Information Processing & Management. 42(4), 1075-1098. Jansen, B.J. and McNeese, M. D. (2005) Evaluating the effectiveness of and patterns of interactions with automated assistance in IR systems, Journal of the American Society for Information Science and Technology. 56(14), 1480-1503. Most Jansen, B.J. and Spink, A. (2005) How are we searching the World Wide Web?: An analysis Accessed of nine search engine transaction logs, Information Processing & Management. 42(1), 248- 263. Google Classic Routinely listed as one of the most downloaded articles published in IP&M (http://www.iournals.elsevier.com/information-processing-and-management/most- downloaded-articles/) Google Classic Research Article: Noted as a 'classic paper' in the Database and Information System Area; one of the most highly cited paper published that year. (https://goo.gl/zonvNG) Spink, A., Park, M., Jansen, B.J., and Pedersen, J. (2005) Multitasking during Web search sessions, Information Processing & Management. 42(1), 264-275. Jansen, B.J., Jansen, K. J., and Spink, A. (2005) Using the Web to look for work Implications for online job seeking and recruiting Journal of Internet Research: Electronic Networking Applications and Policy. 15(1), 49-66. Jansen, B.J., Spink, A, and Pederson, J. (2005) A Temporal Comparison of Alta Vista Web Searching, Journal of the American Society for Information Science and Technology. 56(6), 559-570. 35 EFTA00601611 Refereed Journal Articles Jansen, B.J. (2005) Seeking and implementing automated assistance during the search process, Information Processing & Management. 41(4), 909-928. Jansen, B.J., Spink, A., and Pederson, J. (2005) The effect of specialized multimedia collections on Web searching, Journal of Web Engineering. 3(3/4), 182-199. Spink, A. and Jansen, B.J. (2005) A study of Web search trends, Webology. 1(2), Article 4, Available at: http://www.webology.ir/2004/v1n2/a4.html. Jansen, B.J. and Spink, A. (2004) An analysis of Web searching by European Alltheweb.com users, Information Processing & Management. 41(2), 361-381. Spink, A., Jansen, B.J., and Pedersen, J. (2004) Searching for people on Web search engines, Journal of Documentation. 60, (3), 266-278. Spink, A., Yang, Y., Jansen, B.J., Nvkanen, P., Ozmutlu, S., and Ozmutlu, C. (2004) Medical and health Web searching: an exploratory study, Health Information and Libraries Journal. 21(1), 44-51. Jansen, B.J. and Pooch, U. (2004) Improving IR system performance using software integration, Journal of Internet Research: Electronic Networking Applications and Policy. 14(1), 19-33. Spink, A., Koricich, A., and Jansen, B.J. (2004) Sexual searching on Web search engines, Cyber-psychology and Behavior. 7(1), 65-72. Eastman, C. and Jansen, B.J. (2003) Coverage, relevance, and ranking: the impact of query operators on Web search engine results, ACM Transactions on Information Systems. 21(4), 383-411. Spink, A., Jansen, B.J., Wolfram, D., and Saracevic, T. (2002) From e-sex to e-commerce: Web search changes, IEEE Computer. 35(3), 107-111. Wolfram, D., Spink, A., Jansen, B.J., and Saracevic, T. (2001) Vox populi: The public searching of the Web, Joumal of the American Society for Information Science and Technology. 52(12), 1073-1074. Highly Cited Jansen, B.J. and Pooch, U. (2001) A Review of Web Searching Studies and a Framework for Future Research, Journal of the American Society for Information Science and Technology. 52(3), 235-246. Recognized as one of the top 10 most highly cited papers in JASIST published since 2001 http://www.asis.org/Bulletin/Aug-12/AugSep12 Bar-Ilan.html 36 EFTA00601612 Highly Cited ISI Paper Award Paper Award Refereed Journal Articles Spink, A., Wolfram, D., Jansen, B.J., and Saracevic, T. (2001). Searching of the Web: the public and their queries, Journal of the American Society for Information Science and Technology. 52(3), 226-234. Recognized as the most highly cited paper in JASIST published since 2001 http://www.asis.orglBulletinlAug-12/AugSep12 Bar-Ilan.html Brown, G., Fisher, M., Stoll, N., Beeksma, D., Black, M., Taylor, R., Choe, S., Williams, A., Bryant, W., and Jansen, B.J. (2000) Leveraging a Y2K evaluation to improve information systems architecture, Communications of the ACM. 43(10), 90-97. Jansen, B.J., Spink, A., and Saracevic, T. (2000) Real life, real users, and real needs: A study and analysis of user queries on the Web, Information Processing & Management. 36(2), 207-227. Jansen, B.J., Goodrum, A., and Spink, A. (2000) Searching for multimedia: video, audio, and image Web queries, World Wide Web Journal. 3(4), 249-254. Spink, A., Jansen, B.J., and Ozmutlu, C. (2000) Use of query reformulation and relevance feedback by Excite users, Journal of Internet Research: Electronic Networking Applications and Policy. 10(4), 317-328. Schmoyer, T. and Jansen, B.J. (2000) An adaptive hypermedia system for improving an organization's customer support, WebNet Journal. 2(4), 30-35. Jansen, B.J. (2000) An investigation into the use of simple queries on Web IR systems, Information Research: An Electronic Journal. 6(1). http://informationr.net/ir/6-1/paper87.html Spink, A., Bateman, J., and Jansen, B.J. (1999) Searching the Web: A survey of Excite users Journal of Internet Research: Electronic Networking Applications and Policy. 9(2). 117- 128. Spink, A., Bateman, J., and Jansen, B.J. (1998) Searching heterogeneous collections on the Web: Behavior of Excite users, Information Research: An Electronic Journal. 5(2). http://informationr.net/ir/4-2/paper53.html Jansen, B.J. (1997) Using an intelligent agent to enhance the performance of an information retrieval engine First Monday. 2(3). http://www.firstmonday.dklissues/issue2 3/iansen/index.html Book Reviews Jansen, B.J. (2008) Book review: Making Sense of Data: A Practical Guide to Exploratory Data Analysis and Data Mining by Glenn J. Myatt. Wiley. 2007 pages 280. $74.95. Information Processing & Management. 44(2), 978-979. 37 EFTA00601613 Book Reviews Jansen, B.J. (2007) Book review: The Long Tail: Why the Future of Business is Selling Less or More. By Chris Anderson. Hyperion: New York. 2006. $24.95 ISBN: 1-4013-0237-8. Information Processing & Management. 43(4), 1147-1148. Jansen, B.J. (2007) Book review: The Craft of Research, 2nd edition (Chicago Guides to Writing, Editing, and Publishing) (Paperback) by Wayne C. Booth, Joseph M. Williams, Gregory G. Colomb. Paperback: 336 pages. University of Chicago Press; 2nd edition. ISBN: 0226065685. Information Processing & Management. 43(3), 827-828. Jansen, B.J. (2007) Book review: Effective Expert Witnessing, Fourth Edition, by Jack V. Matson, Suha F. Daou, and Jeffrey G. Soper. 160 pages. CRC. ISBN: 0849313015. $99.95. Information Processing & Management. 43(3), 830-831. Jansen, B.J. (2007) Book review: Messages, Meanings and Symbols: The Communication of Information. By Charles T. Meadow. Lanham, MD: Scarecrow Press, 2006. 264 pp. $40.00 (paper). ISBN 0-8108-5271-3. Library and Information Science Research. 29(2), 303-304. Jansen, B.J. (2006) Book review: The Search: How Google and Its Rivals Rewrote the Rules of Business and Transformed our Culture. by John Battelle. Penguin Group. 311 pages. Cost: $25.95. ISBN: 1591840880. Information Processing & Management. 42(5), 1399-1401. Jansen, B.J. (2006) Book review: Theories of Information Science Behavior. 2005, Edited by Karen E. Fisher, Sanda Erdelez, and Lynn (Ed.) McKechnie. ASIST Monograph Series. Information Today, Inc. Medford, New Jersey. 431 pages. Cost: $49.50. Information Processing & Management. 42(5), 1392-1395. Jansen, B.J. (2005) Book review: Mining the Web: Discovering Knowledge from Hypertext Data, 2002. Soumen Chakrabarti. Morgan-Kaufmann Publishers, 352 pages. Cost: $54.95. ISBN: 1-55860-754-4. Information Processing & Management. 42(1), 317-318. Non-refereed Articles Yang, Y., Yang, Y.C., Jansen, B.J., Lalmas, M. (2017) Computational Advertising: A Paradigm Shift for Advertising and Marketing? IEEE Intelligent Systems. 32(3), 3-6. Jansen, B.J., Chowdhury, A., and Cook, G. (2010) The Ubiquitous and Increasingly Significant Status Message. Interactions. May/June, 15-17. Jansen, B.J., Hudson, K., Hunter, I., Liu, F., and Murphy, J. (2008) The Google Online Marketing Challenge: Real-World Learning with Real Clients, Real Money, and Real Advertising Campaigns, Joumal of Interactive Advertising. 9(1), http://jiad- org.adprofession.com/article109.html Jansen, B.J. (2008) Sponsored search, International Journal of Electronic Business. 6(2), 112-113. 38 EFTA00601614 Non-refereed Articles Edmonds, A., Hawkey, K., Jansen, B.J., Kellar, M., and Turnbull, D. (2007) Editorial for Special Issue on Logging Traces of Web, Journal of Web Engineering. 6(3), 193-195. Jansen, B.J. (2006) Paid search as an information seeking paradigm, Bulletin of the American Society for Information Science and Technology. 32(2), 7-8. Spink, A., Ozmutlu, S., Ozmutlu, H. C., and Jansen, B.J. (2002) U.S. versus European Web searching trends, SIGIR Forum. 32(1), 30-37. Jansen, B.J., Riedt, R., and Turner, J. (2002) Hitting the moving technology target, SIGNAL: International Journal of AFCEA. 56(80), 65. Schmoyer, T. and Jansen, B.J. (2001) Personalized computer interaction improves customer service, SIGNAL: International Journal of AFCEA. 55(9), 63-65. Jansen, B.J. and Spink, A. (2000) Methodological approach in discovering user search patterns through Web log analysis, Bulletin of the American Society for Information Science and Technology. 27(1), 15-17. Jansen, B.J., Spink, A., Bateman, J., and Saracevic, T. (1998) Real life information retrieval: A study of user queries on the Web, SIGIR Forum. 32(1), 5 -17. 128. Crow, D. and Jansen, B.J. (1998) Seminal works in computer human interaction SIGCHI Bulletin. 30(3), 24-28. Jansen, B.J. (1998) The graphical user interface: An introduction, SIGCHI Bulletin. 30(2), 22- 26. Manuscripts Accepted for Publication Liu, Z., and Jansen, B.J. (forthcoming) Predicting the Response Rate in Social Question and Answering on Sino Weibo. Information Processing & Management. Manuscripts Submitted for Publication Coughlin, D. M and Jansen, B.J. (under review) A Cost-Benefit Evaluation Approach for Electronic Resources at Major Research University Libraries. Library and Information Science Research. 39 EFTA00601615 Refereed Conference Proceedings Brown, A., Lush, B., and Jansen, B.J. (under review) Pixel Efficiency Analysis: A Methodology for Quantitative Web Analytics for Academic Library and Other Non-commercial Websites. The First International Conference on Information Systems and Applications (ICISA2016), Manama, Kingdom of Bahrain. 17-18 Nov. Jansen, B.J., An, J. Kwak, H., Salminen, J.O., and Jung, SG., (2017) Viewed by Too Many or Viewed Too Little: Using Information Dissemination for Audience Segmentation. Association for Information Science and Technology Annual Meeting 2017 (ASIST2017). Washington, DC. 27 Oct. - 1 Nov. Salminen, J.O., $engiin, S., Kwak, H., and Jansen, B.J., An, J., Jung, S.G., Vieweg, S., Harrell, F. (2017) Generating Cultural Personas From Social Data: A Perspective of Middle Eastern Users. The Fourth International Symposium on Social Networks Analysis, Management and Security (SNAMS-2017). Prague, Czech Republic, 21-23 Aug. Jung, S., An, J., Kwak, H. Ahmad, M., Nielsen, I., and Jansen, B.J. (2017) Persona Generation from Aggregated Social Media Data. ACM Conference on Human Factors in Computing Systems 2017 (CHI2017). Denver, CO., p.1748-1755. 6-11 May. An, J., Kwak, H., and Jansen, B.J. (2017) Automatic Generation of Personas Using You Tube Social Media Data. Proceedings of the 50th International Conference on System Sciences (HICSS-50). Waikoloa, Hawaii. p. 833-842. 4-7 January. Gao, Y., Reddy, M., and Jansen, B.J. (2017) ShopWithMet: Collaborative Information Searching and Shopping for Online Retail. Proceedings of the 50th Hawaii International Conference on System Sciences (HICSS-50). p. 505-514. Waikoloa, Hawaii. p. 833-842. 4-7 January. Rabab'ah, A., Al-Ayyoub, M., Shehab, M.A., Jararweh, Y. and Jansen, B.J. (2016) Using the Panama Papers to Explore the Financial Networks of the Middle East. The 11th International Conference for Internet Technology and Secured Transactions (ICITST-2016). Barcelona, Spain. 5-7 Dec. Whitman, A. and Jansen, B.J. (2016) Commercial Consequences of Amazon's Community Forums: The Case of the Kindle. The Second International Workshop on Online Social Networks Technologies (OSNT-2016), 13th ACS/IEEE International Conference on Computer Systems and Applications AICCSA 2016. 29 November - 2 December. An, J., Kwak, H. and Jansen, B.J. (2016) Validating Social Media Data for Automatic Persona Generation. The Second International Workshop on Online Social Networks Technologies (OSNT-2016), 13th ACS/IEEE International Conference on Computer Systems and Applications AICCSA 2016. 29 November - 2 December. Das, A., Das, S.S., Ziegelmayer, E., Jansen, B.J. (2016) Attention Allocation and Choice: An Eye-Tracking Study. Annual Meeting of the Society for Judgment and Decision Making (SJDM2016). Boston, Massachusetts, 18-21 November. 40 EFTA00601616 Refereed Conference Proceedings Brown, A., Lush, B., and Jansen, B.J. (2016) Pixel Efficiency Analysis: A Quantitative Web Analytics Approach. 2016 Annual Meeting of the Association for Information Science and Technology, Copenhagen, Denmark, 14-18 Oct. Ma, J., Gao, W., Mitra, P., Kwon, S., Jansen, B.J., Wong, K.F, and Cha. M. (2016) Detecting Rumors from Microblogs with Recurrent Neural Networks. 25th International Joint Conference on Artificial Intelligence (IJCAI-16). New York, NY. p. 3818- 3824. 9-15 July. Mukherjee, P. and Jansen, B.J. (2016) Formality Identification in Social Media Dialogue. 2016 International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction (SBP16). Washington DC, p. 375-380. 21 June-1 July. Wong, J.S., Pursel, B., Divinsky, A. and Jansen, B.J. (2016) An Analysis of Cognitive Learning Context in MOOC Forum Messages. ACM Conference on Human Factors in Computing Systems (CHI2016), San Jose, CA, USA, 7-12 May. Gao, Y, Reddy, M., and Jansen, B.J. (2016) Shopping as Searching: Collaborative Web Search in the Ecommerce Domain. ACM Conference on Human Factors in Computing Systems (CHI2016), San Jose, CA, USA, 7-12 May. Mukherjee, P. and Jansen, B.J. (2016) Second Screen Interaction Analysis for IRL Events: Phase-Category Investigation of the Super Bowl 2015 Social Soundtrack. The 71h International Conference on Information and Communication Systems (ICICS 2016). Irbid, Jordan. 5-7 April. Mukherjee, P. and Jansen, B.J. (2015) Correlation of Brand Mentions in Social Media and Web Searching Before and After Real Life Events: Phase Analysis of Social Media and Search Data for Super Bowl 2015 Commercials. International Workshop on Event Analytics Using Social Media Data, IEEE International Conference on Data Mining (ICDM2015) Atlantic City, New Jersey. 14-17 Nov., p. 21-26. Wong, J.S., Pursel, B., Divinsky, A. and Jansen, B.J. (2015) Analyzing MOOC Discussion Forum Messages to Identify Cognitive Learning Exchanges. 2015 Annual Meeting of The Association for Information Science & Technology. St. Louis, Mo. 6-10 Nov. Liu, Z., and Jansen, B.J. (2015) Analysis of Question and Answering Behavior in Question Routing Services. 2151 International Conference on Collaboration and Technology (CRIWG 2015). Yerevan, Armenia. 22 — 25 Sept., p.72-85. Liu, Z., and Jansen, B.J. (2015) A Taxonomy for Classifying Questions Asked in Social Question and Answering. ACM CHI Conference on Human Factors in Computing (CHI 2015), Seoul, South Korea, 18-23 Apr. Coughlin, D. and Jansen, B.J. (2015) Predicting Downloads of Academic Articles to Inform Online Content Management. 61h International Conference on Information and Communication Systems (ICICS2015). Amman, Jordan. 8-9 Apr. 41 EFTA00601617 Refereed Conference Proceedings Wong, J.S., Pursel, B., Divinsky, A. and Jansen, B.J. (2015). An Analysis of MOOC Discussion Forum Interactions from the Most Active Users. 2015 International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction (SBP15). Washington DC, p. 452-457. 31 Mar.-3 Apr. Paper Award Liu, Z., and Jansen, B.J. (2015) Subjective versus Objective Questions: Perception of Question Subjectivity in Social Q&A. 2015 International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction (SBP15), p. 131-140. Washington DC 31 Mar.-3 Apr. Mukherjee, P. and Jansen, B.J. (2015) Analyzing Second Screen Based Social Soundtrack of TV Viewers from Diverse Cultural Settings. 2015 International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction (SBP15), p. 375-380. Washington DC., 31 Mar.-3 Apr. Ortiz-Cordova, A. and Jansen, B.J. (2015) The Relationship Between Searching on Search Engines and Searching on Sites. International Conference on Information Systems and Technologies (ICIST'2015). Istanbul, Turkey. 21-23 March. Mukherjee, P. and Jansen, B.J. (2015) Evaluating Pattern for Group Interactions using Second Screens. In Computing, Networking and Communications Workshop (CNC), 2015 International Conference on Computing, Networking and Communications, Anaheim, CA. 16- 19 Feb. Mukherjee, P. and Jansen, B.J. (2015) Evaluating Classification Schemes for Second Screen Interactions, 2015 International Conference on Computing, Networking and Communications, Anaheim, CA. 16-19 Feb. Mukherjee, P., Wong, J.S., and Jansen, B.J. (2014) Pattems of Social Media Conversations Using Second Screens. The Sixth ASE International Conference on Social Computing (SocialCom 2014). Stanford, CA. 27-31 May. Liu, Z., and Jansen, B.J. (2014) Predicting Potential Responders in Social Q&A Based on non-QA Features. ACM CHI Conference on Human Factors in Computing (CHI 2014), p. 2131-2136. Toronto, Canada. 26 April - 1 May. Ortiz-Cordova, A. and Jansen, B.J. (2014) Linking External and Internal Search: Investigating the Site Searching Patterns of Referred Searchers. ACM CHI Conference on Human Factors in Computing Systems (CHI 2014), p. 1345-1350. Toronto, Canada. 26 April - 1 May. Mukherjee, P. and Jansen, B.J. (2014) Social TV and the Social Soundtrack: Significance of Second Screen Interaction during Television Viewing. The 2013 International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction (SBP), Washington DC. 2-4 April. Coughlin, D. M., Campbell, M. C., and Jansen, B.J. (2013) Measuring the Value of Library Content Collections. 76th Annual Meeting of the American Society for Information Science and Technology (ASIST 2013). Montreal, Canada. 1-6 November. 42 EFTA00601618 Refereed Conference Proceedings Mukherjee, P. and Jansen, B.J. (2013) Gender-Brand Effect of Search Queries on Sponsored Search Performance. 76th Annual Meeting of the American Society for Information Science and Technology (ASIST 2013). Montreal, Canada. 1-6 November. Ortiz-Cordova, A. and Jansen, B.J. (2013) Site-Searching Strategies of Searchers Referred from Search Engines. 76th Annual Meeting of the American Society for Information Science and Technology (ASIST 2013). Montreal, Canada. 1-6 November. Liu, Z. and Jansen, B.J. (2013) Question and Answering Made Interactive: An Exploration of Interactions in Social Q&A. Proceedings of the International Conference on Social Intelligence and Technology 2013 (SOCIETY 2013), p. 1-10. State College, Pennsylvania USA, 8 -9 May. Hafernik, C. and Jansen, B.J. (2013) Understanding the specificity of web search queries. Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI2013), p. 1845-1850. Paris France, 27 April — 2 May. Mukherjee, P. and Jansen, B.J. (2013) The gender-brand effect of key phrases on user clicks in sponsored search. Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2013), p. 1845-1850. Paris France, 27 April — 2 May. Liu, Z. and Jansen, B.J. (2013) Factors Influencing the Response Rate in Social Question & Answering Behavior. 16th ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW 2013), p. 1263-1274. 23-27 February. San Antonio, Texas. Liu, Z. and Jansen, B.J. (2012) Almighty Twitter, What Are People Asking For?. 75th Annual Meeting of the American Society for Information Science and Technology (ASIST 2012), p.1- 10. 26-30 October. Baltimore, MD. Carman, S., Strong, R., Chandra, A.., Oh, S., Spangler, S., Anderson, and Jansen, B.J. (2012) Predictive Value of Comments in the Service Engagement Process. 75th Annual Meeting of the American Society for Information Science and Technology (ASIST 2012). 26- 30 October. Baltimore, MD. Purao, S., Storey, V., Maass, W., Jansen, B.J., and Reddy, M. (2012) An Integrated Conceptual Model to Incorporate Information Tasks in Workflow Models. 31st International Conference on Conceptual Modeling (ER 2012). 15-18 October. Florence, Italy. Hafernik, C.T., Cheng, B., Francis, P. and Jansen, B.J. (2011) Mapping User Search Queries to Product Categories. 74th Annual Meeting of the American Society for Information Science and Technology (ASIST 2011). 9-13 October. New Orleans, LA. Jansen, B.J., Liu, Z. and Simon, Z. (2011) Investigating the Effect of Results Ranking in Sponsored Search. 4th Annual Meeting of the American Society for Information Science and Technology (ASIST 2011). 9-13 October. New Orleans, LA. 43 EFTA00601619 Refereed Conference Proceedings Tapia, A., Bajpai, K., Jansen, B.J., Yen, J., Giles, C., and Mitra, P. (2011) Seeking the Trustworthy Tweet:Can Microblogged Data Fit the Information Needs of Disaster Response and Humanitarian Relief Organizations. Proceedings of the 8th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2011), 8-11 May, Lisbon, Portugal. Caragea, C., McNeese, N., Jaiswal, A., Traylor, G., Kim, H.W., Mitra, P., Wu, D., Tapia, A.H., Giles, I., Jansen, B.J., and Yen, J. (2011) Classifying Text Messages for the Haiti Earthquake. Proceedings of the 8th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2011), 8-11 May, Lisbon, Portugal. Jansen, B.J. Sobel, K. and Cook, G. (2011) Being Networked and Being Engaged: The Impact of Social Networking on eCommerce Information Behavior. Proceedings of the iConference 2011, 8-11 February, Seattle, WA, USA. Jansen, B.J. and Booth, D. (2010) Classifying Web Queries by Topic and User Intent. Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI2010), p. 4285-4290. Atlanta, GA, 10 - 15 April. Jansen, B.J. Sobel, K. and Cook, G. (2010) Gen X and Y's Attitudes on Using Social Media Platforms for Opinion Sharing. Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI2010), p. 3853-3858. Atlanta, GA, 10 — 15 April. Jansen, B.J., Campbell, G. and Gregg, M. (2010) Real Time Search User Behavior. Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI2010), p. 3961-3966. Atlanta, GA, 10 - 15 April. Jansen, B.J. and Solomon, I. (2010) Gender Demographic Targeting in Sponsored Search. Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI2010), p. 831-840. Atlanta, GA, 10 - 15 April. Jansen, B.J., Zhang, M., Booth, B. Park, D., Zhang, Y., Kathuria, A. and Bonner, P. (2009) To What Degree Can Log Data Profile a Web Searcher? Proceedings of the American Society for Information Science and Technology 2009 Annual Meeting. Vancouver, British Columbia. 6-11 November. Srivatsan, V. R., Purao, S., Jansen, B.J., and He, J. (2009) Systems Developers Define their Own Information Needs. 15th Americas Conference on Information Systems. San Francisco, California. 06-09 August. Jansen, B.J., Zhang, M, Sobel, K, and Chowdhury, A (2009) Micro-blogging as Online Word of Mouth Branding. ACM Conference on Computer Human Interaction (CHI2009). p. 3859- 3864. Boston, Massachusetts. 4 - 9 April. Jansen, B.J., Booth, D. and Spink, A (2009) Predicting Query Reformulation During Web Searching. ACM Conference on Computer Human Interaction (CHI2009). p. 3907-3912. Boston, Massachusetts. 4 - 9 April. 44 EFTA00601620 Refereed Conference Proceedings Zhang, M. and Jansen, B.J. (2009) Influences of Mood on Information Seeking Behavior. ACM Conference on Computer Human Interaction (CHI2009. p. 3395-3400. Boston, Massachusetts. 4 - 9 April. Spink, A. and Jansen, B.J. (2008) The 8th International We-B (Working For E-Business) Conference 2008. Melbourne, Australia. 28 - 30 November. Reddy, M., Jansen, B.J., and Krishnappa, R. (2008) The Role of Communication in Collaborative Information Searching. 2008 Annual Meeting of the American Society for Information Science and Technology. 24-29 October Columbus, Ohio. Best Paper Award Jansen, B.J., Zhang, M., and Schultz, C. (2008) The Effect of Brand on the Evaluation of IT System Performance. Proceedings of the Southern Association for Information Systems Conference, Richmond, VA, USA 13-15 March 2008. Tjondronegoro, D., Spink, A., & Jansen, B.J. (2007) Multimedia Searching on the Dogpile Web Meta-Search Engine. ADCS 2007: Australian Document Computing Symposium. Melbourne, Australia. 10 December. Spink, A., and Jansen, B.J. (2007) Commerce Related Web Search: Current Trends, The 181° Australasian Conference on Information Systems. Toowoomba, Australia. 5-7 December. Zhang, Y. and Jansen, B.J. (2007) An Analysis of Searchers' Perceptions of Sponsored and Non-Sponsored Links Using Nested Design, 2007 Annual Meeting of the American Society for Information Science and Technology. Milwaukee, Wisconsin, 18-25 October. Jansen, B.J. (2007) Investigating the Relevance of Sponsored Results for Web Ecommerce Queries, The 301° Annual International ACM Special Interest Group on Information Retrieval. Conference (SIGIR), p. 859 - 860, Amsterdam, the Netherlands. 23-27 July. Jansen, B.J., Smith, B., and Booth, D. (2007) Viewing Online Search Within a Learning Paradigm, The 30° Annual International ACM Special Interest Group on Information Retrieval. Conference (SIGIR), p. 859 - 860. Amsterdam, the Netherlands. 23-27 July. Jansen, B.J., Zhang, M., and Zhang, Y. (2007) Brand Awareness and the Evaluation of Search Results, 16th International World Wide Web Conference (WWW2007), p. 1139 - 1140. Banff, Canada. 8-12 May. Jansen, B.J., Smith, B., and Booth, D. (2007) Understanding Web Search via a Learning Paradigm, 16th International World Wide Web Conference (WWW2007), p. 1207 - 1208. Banff, Canada. 8-12 May. Jansen, B.J., Booth, D., and Spink, A. (2007) Determining the User Intent of Web Search Engine Queries, 16th International World Wide Web Conference (WWW2007), p. 1149 - 1150. Banff, Canada. 8-12 May. 45 EFTA00601621 Refereed Conference Proceedings Jansen, B.J., Zhang, M., and Zhang, Y. (2007) The Effect of Brand Awareness on the Evaluation of Search Engine Results, Conference on Human Factors in Computing Systems (SIGCHI), Work-in-Progress, p. 2471 - 2476. San Jose, California. 28 April - 3 May. Jansen, B.J., Spink, Amanda H., and Narayan, Bhuva. (2007) Query Modifications Patterns During Web Searching. Proceedings of the Fourth International Conference on Information Technology, IEEE, p. 439-444. Las Vegas, Nevada, 10-12 April. Spink, A., and Jansen, B.J. (2006) Changing Web search trends from 1997 to 2006, Information Online 2007: 13th Exhibition and Conference. Sydney, Australia. 30 January — 1 February. Yan, S., Giles, C. and Jansen, B.J. (2006) Formal Definitions of Web Information Search, American Society for Information Science & Technology 2006 Annual Meeting, p. 1-10. Austin, Texas. 3 - 8 November. Zhang, M., Jansen, B.J., and Spink, A. (2006) Information Searching Tactics of Web Searchers, American Society for Information Science & Technology 2006 Annual Meeting. Austin, Texas, p. 1-10. 3 - 8 November. Koshman, S. Spink, A., Jansen, B.J., Blakely, C., and Weber, J. (2006) Metasearch Result Visualization: An Exploratory Study, 2006 Annual Conference of the Canadian Association for Information Science, p. 1-10. Toronto, Canada. 1-3 June. http://cais-acsi.ca/proceedinps/2006/koshman 2006. pdf Jansen, B.J., Spink, A., Blakely, C., and Koshman, S. (2006) Investigating Usage of the Vivisimo Clustering Search Engine Interface, The Twelfth Australasian World Wide Web Conference (AUSWEB 06). Noosa Lakes, Australia. 1 -5 July. http://ausweb.scu.edu.au/aw06/papers/refereed/spink/index.html Spink, A., Jansen, B.J., Blakely, C., and Koshman, S. (2006) Overlap Among Major Web Search Engines, IEEE Information Technology: New Generations (ITNG) 2006. p. 370 — 374. Las Vegas, NV. 10 - 12 April. Jansen, B.J., Spink, A., Blakely, C., and Koshman, S. (2005) Web Searcher Interactions with Multiple Federate Content Collections, Proceedings of the 10th Australasian Document Computing Symposium. Sydney, Australia. 12 December. Jansen, B.J., Koshman, S., and Spink A. (2005) An Analysis of Repeat Users of Vivisimo.com, American Society for Information Science & Technology 2005 Annual Meeting. Charlotte, North Carolina. 28 October — 2 November. Doran, S. G., de Ycaza, S., Eastman, C. and Jansen, B.J. (2005) Finding Nutrition Information on the Web: Coverage vs. Authority, American Society for Information Science & Technology 2005 Annual Meeting. Charlotte, North Carolina. 28 October — 2 November. 46 EFTA00601622 Refereed Conference Proceedings Spink, A., Koshman, S. and Jansen, B.J. (2005) Tracking Web Search Trends from 1997 to 2005, Internet Research 6.0: Internet Generations Association of Internet Researchers. Chicago, IL. 5 — 9 October. Resnick, M, and Jansen, B.J. (2005) An Empirical Study of Paid Search in Product Search and Purchase, The Human Factors and Ergonomics Society 49th Annual Meeting. p. 1429- 1433. Orlando, Florida. 26-30 September. Sharma, H. and Jansen, B.J. (2005) Automated Evaluation of Search Engine Performance via Implicit User Feedback, The 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 649-650. Salvador, Brazil. 15-19 August. Morgan, A., Jansen, B.J., and Trauth, E. (2005) Exploring Individual User Attitudes Towards Performance with Web Search Engines: An Extension Study, Proceedings of the Eleventh Americas Conference on Information Systems. p. 2317 — 2324. Omaha, Nebraska. 11-14 August. Koshman, S. Spink, A., and Jansen, B.J. (2005) Using Clusters on the Vivisimo Web Search Engine, HCI International 2005. p. 742-747. Las Vegas, Nevada. 22-25 July. Sengupta, S. and Jansen, B.J. (2005) Designing a Value Based Search Engine Using Evolutionary Strategies, IEEE 6th International Conference on Information Technology, Coding and Computing, p. 800-805. Las Vegas, Nevada. 11-13 April. Spink, A., Koshman, S., Park, M., Field, C. and Jansen, B.J. (2005) Multitasking Web Search on Vivisimo.com. IEEE 6th International Conference on Information Technology, Coding and Computing. p. 486-490. Las Vegas, Nevada, 11-13 April. Eastman, C. and Jansen, B.J. (2004) The Appropriate (and Inappropriate) Use of Query Operators and Their Effect on Web Search Engine Results, American Society for Information Science & Technology 2004 Annual Meeting, p. 274-279. Providence, Rhode Island. 13-18 November. Spink, A., Park, M., Jansen, B.J., and Pederson, J. (2004) Information Task Switching and Multitasking Web Search, Proceedings of the American Society for Information Science & Technology 2004 Annual Meeting, p. 213-217. Providence, Rhode Island. 13-18 November. Jansen, B.J. and McNeese, M. D. (2004) Investigating Automated Assistance and Implicit Feedback for Searching Systems, Proceedings of the American Society for Information Science & Technology 2004 Annual Meeting, p. 280-286. Providence, Rhode Island. 13-18 November. Jansen, B.J. and McNeese, M. D. (2004) Evaluating the Effectiveness of Automated Assistance for Web Searching, Proceedings of the Human Factors and Ergonomics Society 48th Annual Meeting, p. 1518-1522. New Orleans, Louisiana. 20-24 September. 47 EFTA00601623 Refereed Conference Proceedings Spink, A., Park, M., Jansen, B.J., and Pederson, J. (2004) Multitasking Web Search on Alta Vista, Proceedings of the IEEE 5th International Conference on Information Technology, Coding and Computing, p. 309-313. Las Vegas, Nevada. 5-7 April. Jansen, B.J., Spink, A., and Pederson, J. (2003) An Analysis of Multimedia Searching on Alta Vista, Proceedings of the 5th ACM SIG Multimedia International Workshop on Multimedia Information Retrieval, p.186-192. Berkeley, California. Jansen, B.J. (2003) Designing Automated Help Using Searcher System Dialogues, Proceedings of the 2003 IEEE International Conference on Systems, Man & Cybernetics, p. 744-749. Washington, D.C. 5-8 October. Jansen, B.J., Spink, A., and Pederson, J. (2003) Web Search Agents: What Are They Doing Out There?, Proceedings of the 2003 IEEE International Conference on Systems, Man & Cybernetics, p. 1410-1416. Washington, D.C. 5-8 October. Jansen, B.J., Spink, A., and Pederson, J. (2003) Monsters at the Gates: When Softbots Visit Web Search Engines, Proceedings of the e International Conference on Internet Computing, Lap. p. 620-626. Vegas, Nevada. 23-26 June. Spink, A., Abbas, M., and Jansen, B.J. (2003) Accessing E-commerce Web Information: Implications for Bridging the Digital Divide, The 2003 Canadian Association for Information Science Conference, p. 213-221. Halifax, CA. 28 May-1 June. Jansen, B.J. and Spink, A. (2003) An Analysis of Web Documents Retrieved and Viewed, Proceedings of the 4th International Conference on Internet Computing, p. 65-69. Las Vegas, Nevada, 23-26 June. Jansen, B.J. (2003) Operators Not Needed? The Impact of Query Structure on Web Searching Results, Information Resource Management Association International Conference, p. 814-817. Philadelphia, PA, 18-21 May. Duran, S., Eastman, C., and Jansen, B.J. (2003) Nutritional Information on the Web: An Analysis of Information Sought and Information Provided, Information Resource Management Association International Conference, p. 106-108. Philadelphia, PA. 18-21 May. Jansen, B.J. and Spink, A. (2003) Retrieving and Viewing Web Documents, The 2003 National Online Meeting, p. 55-57. New York, New York, 6-8 May 2003. Jansen, B.J. and Eastman, C. (2003) The Effects of Search Engines and Query Operators on Top Ranked Results, The IEEE 4th International Conference on Information Technology, Coding and Computing, p. 135-139. Las Vegas, Nevada, 28-30 April. Jansen, B.J. and Kroner, G. (2003) The Impact of Automated Assistance on the Information Retrieval Process, The ACM SIGCHI 2003 Conference on Human Factors in Computing Systems, p. 1004-1006. Fort Lauderdale, Florida, 5-10 April. 48 EFTA00601624 Refereed Conference Proceedings Paper Award Jansen, B.J. (2002) Towards Implementing a Cognitive Model of Searching, Proceedings of the E-Learning 2002 Conference (Web Track), p. 493-521. Montreal, Canada, 15-19 October. Jansen, B.J. (2002) A Preliminary Mapping of Web Queries Using Existing Image Query Schemes, Proceedings of the E-Learning 2002 Conference (Web Track), p. 485-492. Montreal, Canada, 15-19 October. Jansen, B.J., Spink, A., and Pfaff, A. (2000) A Linguistic Analysis of World Wide Web Queries, Proceedings of the Annual Meeting of the American Society of Information Science, p. 169-176. Chicago, IL. 13-16 November. Jansen, B.J., Spink, A., Goodrum, A., and Pfaff, A. (2000) Web Query Structure: Implications for IR System Design, Proceedings of the 4'" World Multiconference on Systems, Cybernetics and Informatics, p. 50-55. Orlando, FL. 23-26 July. Jansen, B.J. (1999) A Software Agent for Performance Improvement of Existing Information Retrieval Systems, Proceedings of the 1999 International ACM Conference on Intelligent User Interfaces, p. 122-123. Los Angeles, CA. 5-8 January. Smith, T. I., Ruocco, A., and Jansen, B.J. (1999) Digital Video in Education, Proceedings of the ACM Computer Science Education Conference, p. 122-126. New Orleans, LA. 21-25 February. Jansen, B.J., Spink, A., and Saracevic, T. (1999) The Use of Relevance Feedback on the Web: Implications for Web IR System Design, 1999 World Conference on the WWW and Internet, Honolulu, Hawaii. 24-30 October. Jansen, B.J. and Pooch, U. (1999) Improving the Performance of Existing Information Retrieval Systems Using a Software Agent, 5th International Conference on Information Systems Analysis and Synthesis, p. 58-60. Orlando, Florida. 31 July-4 August. Adams, W. J., Jansen, B.J., and Smith, T. I. (1999) Planning, Building, and Using a Distributed Digital Library, Third International Conference on Concepts in Library and Information Science, p. 10-18. Dubrovnik, Croatia. 23-26 May. Smith, T. I., Wolfe, D., and Jansen, B.J. (1999) Digital Video in a Twenty-First Century Classroom, Proceedings of the Information Resources Management Association Conference, Hershey, PA. 16-19 May. Adams, W. J. and Jansen, B.J. (1998) Distributed Digital Library architecture: The Key to Success for Distance Learning, Proceedings of the IEEE Conference on Research Issues in Data Engineering, p. 2-8. Orlando, Florida. 23-24 February. Spink, A., Chang, C., Goz, A., and Jansen, B.J. (1998) User' Interactions with the Excite Web Search Engine: A Query Reformulation and Relevance Feedback Analysis, Proceedings of the Canadian Association of Information Science Conference, p. 342-354. Vancouver, Canada. 5 —10 June. 49 EFTA00601625 Refereed Conference Proceedings Jansen, B.J., Spink, A., and Saracevic, T. (1998) Searchers, the Subjects They Search, and Sufficiency: A Study of a Large Sample of Excite Searches, Proceedings of the 1998 World Conference on the WWW and Internet, Orlando, Florida. Spink, A., Bateman, J., and Jansen, B.J. (1998) Users' Searching Behavior on the Excite Web Search Engine, 1998 World Conference on the WWW and Internet, Orlando, Florida, November. Howard, R. and Jansen, B.J. (1998) A proxy server experiment: an indication of the changing nature of the Web, Proceedings of the Seventh International Conference on Computer Communications and Networks, p. 646-649. Lafayette, Louisiana. 12-15 November. Adams, W. J., Jansen, B.J., and Zoller, R. (1998) Usability Measurements in an Undergraduate Programming Course, Software Engineering Conference, Las Vegas, Nevada. Jansen, B.J., Spink, A., and Saracevic, T. (1998) Failure analysis in Query Construction: Data and Analysis from a Large Sample of Web Queries, Proceedings of the 3n° ACM Conference on Digital Libraries, p. 289-290. Pittsburgh, PA. 23-26 July. Spink, A., Bateman, J., and Jansen, B.J. (1998) User's Searching Behavior on the EXCITE Web Search Engine, Proceedings of the 19th National Online Meeting, p. 375-386. New York, NY. 12-14 May 1997. Adams, W. J., Howard, R., and Jansen, B.J. (1998) Distributed Digital Libraries: The Key to Success for Distance Leaming, Computers and Technology in Education, 1 -5 May. Cancun, Mexico. Jansen, B.J. (1997) An Information Retrieval Application for Simulated Annealing, Proceedings of the 2nd ACM Conference on Digital Libraries, p. 259-260. Philadelphia, PA. 25-28 July. Paper Award Jansen, B.J. (1997) Simulated Annealing for Query Results Ranking, Computer Science Education Conference, San Jose, CA. 28 - 30 February. Spink, A., Burkett, I., Spaid, N., Bateman, J., and Jansen, B.J. (1997) Why Users Search the World Wide Web (WWW): The EXCITE Study, First Internet Librarian Conference, Monterey, CA. 16-18 November. Adams, W. J. and Jansen, B.J. (1997) Information Technology and the Classroom of the Future, Proceedings of the Society for Information Technology in Education Conference, Orlando, Florida. 7 May. Hamilton, J. A. and Jansen, B.J. (1997) Tactical Network Simulation in the US Army, Simulation Multi-Conference, Atlanta, Georgia. January. Jansen, B.J. and Hamilton, J. A. (1997) Modeling and Simulating an Army Information Support Structure, Simulation Multi-Conference, Atlanta, Georgia. January. 50 EFTA00601626 Papers Presented at Technical and Professional Meetings Jansen, B.J., Jung, S.G., Salminen, J., An, J. and Kwak, H. (2017) Social Analytics Data for Identifying Customer Segments for Online News Media. The Third International Workshop on Online Social Networks Technologies, 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA2017). 30 Oct.-3 Nov. Hammamet, Tunisia. Salminen, J., Sarlin, P., Olkkonen, R., and Jansen, B.J. (2017) Who does what in marketing? Toward an understanding of marketer-machine interaction, Studying Users Perceptions and Experiences with Algorithms Workshop, The 11th International AAAI Conference on Web and Social Media (ICWSM17). Montreal, Canada. 15-18 May. An, J., Cho, H.Y., Kwak, H., and Jansen, B.J. (2016) Towards Automatic Persona Generation Using Social Media. The Third International Symposium on Social Networks Analysis, Management and Security (SNAMS 2016), The 4th International Conference on Future Internet of Things and Cloud. p. 206-211. 22-24 August. Mukherjee, P. and Jansen, B.J. (2016) The Changing Nature of Viewership: Formality of Social Media Conversations. Workshop on Following user pathways: Using cross platform and mixed methods analysis in social media studies. ACM Conference on Human Factors in Computing Systems (CHI2016), San Jose, CA, USA, 7-12 May. Kwon, S., Abbar, S.and Jansen, B.J. (2016) Identifying Virality Attributes of Arabic Language News Articles. Qatar Foundation Annual Research Conference 2016 (ARC'16), Doha, Qatar. 22 March. An, J., Kwan, H., Cho, H., Hassen, M.Z., and Jansen, B.J. (2016) Efforts Towards Automatically Generating Personas in Real-time Using Actual User Data. Qatar Foundation Annual Research Conference 2016 (ARC'16), Doha, Qatar. 22 March. Mukherjee, P. and Jansen, B.J. (2015) Correlation of Brand Mentions in Social Media and Web Searching Before and After Real Life Events: Phase Analysis of Social Media and Search Data for Super Bowl 2015 Commercials. 1st International Workshop on Event Analytics using Social Media Data at The IEEE International Conference on Data Mining series (ICDM 2015), Atlantic City, New Jersey, USA, 14 Nov. Mukherjee, P. and Jansen, B.J. (2015) Analyzing the Social Soundtrack From Second Screens Before, During, and After Real-life Events. The First International Workshop on Online Social Networks Technologies, 2015 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT), Dead Sea, Jordan. 3-5 Nov. Jansen, B.J., Wong, J. S., Jablokow, K.W., Divinsky, A., Liu, Z., and Pursel, B. (2014) Classifying MOOC Discussion Forum Posts as Information Seeking Interactions and Levels of Cognitive Learning. Workshop on Learning at Scale at ACM CHI Conference on Human Factors in Computing Systems, (CHI 2014), Toronto, CA. 26 April - 1 May. 51 EFTA00601627 Pavers Presented at Technical and Professional Meetinas Liu, Z. and Jansen, B.J. (2012) Factors Influencing the Response Rate in Social Question and Answering Behavior. Workshop on Social Media Question Asking at 16th ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW 2013). 23-27 February. San Antonio, Texas. Jansen, B.J. (2012) Gender Demographic Targeting in Sponsored Search. INFORMS International 2012. 24-27 June. Beijing, China. Jansen, B.J. (2012) Using Mobile Apps to Enhance Classroom Learning. Teaching and Learning with Technology, University Park, PA, 24 March Rosso, M. and Jansen, B.J. (2010) Smart Marketing or Bait & Switch? Competitors' Brands as Keywords in Online Advertising. 4th Workshop on Information Credibility on the Web (WICOW 2010). World Wide Web Conference (WWW 2010), Raleigh, NC. 26-30 April. Jansen, B.J. (2009) System Controlled Assistance for Improving Search Performance. Human-Computer Interaction and Information Retrieval. Workshop. Washington, DC. 23 October. Jansen, B.J., Zhang, M, Sobel, K, and Chowdury, A, (2009) The Commercial Impact of Social Mediating Technologies: Micro-blogging as Online Word-of-Mouth Branding. ACM Conference on Computer Human Interaction (CHI2009). Boston, Massachusetts. 4 - 9 April. Neale, I., Hunter, I., Jansen, B.J., Murphy, J. (2008) The Google Online Marketing Challenge: A Global Teaching and Learning Initiative. 2008 Society for Marketing Advances Annual Conference. 4-9 November. St Petersburg, Florida. Jansen, B.J., Rosso, M., Russell, D., and Detlor, B. (2008) The Google Online Marketing Challenge: A Multi-Disciplinary Global Teaching and Leaming Initiative Using Sponsored Search. 2008 Annual Meeting of the American Society for Information Science and Technology. 24-29 October Columbus, Ohio. Jansen, B.J. (2008). Viewing Searching Systems as Learning Systems. Second Workshop on Human-Computer Interaction and Information Retrieval. 23 October. Redmond, Washington. Murphy, J., Canhoto, A., Hofacker, C., Hunter, I., Jansen, B.J., and Voorhees, C. (2008) The Google Online Marketing Challenge: A Global Teaching and Learning Initiative. 2008 American Marketing Association Summer Marketing Educators' Conference. 8-11 August. San Diego, California. Reddy, M. and Jansen, B.J. (2008) Learning about Potential Users of Collaborative Information Retrieval Systems. Workshop on Collaborative Information Retrieval, Joint Conference on Digital Libraries (JCDL 2008). 19 June. Pittsburgh, Pennsylvania. Jansen, B.J., Bhavnani, S., Murray, G. C., Spink, A. and Wolfram, D. (2007) Web Log Analysis Panel, 2007 Annual Meeting of the American Society for Information Science and Technology. Milwaukee, Wisconsin. 18-25 October. 52 EFTA00601628 Pavers Presented at Technical and Professional Meetinas Spink, A. and Jansen, B.J. (2007) Web Research - Results from Large-Scale Web Data Analysis, ARC Research Network Enterprise Information Infrastructure Workshop on Data From the Field. Sydney, Australia. 24th May. Jansen, B.J. and Spink, A. (2007) The Effect on Click-through of Combining Sponsored and Non-Sponsored Search Engine Results in a Single Listing, 16th International World Wide Web Conference (WWW2007) Workshop on Sponsored Search Auctions. Banff, Canada. 8- 12 May. Paper: http://opim.wharton.upenn.edulssa3/pdf/submission 96.pdf Jansen, B.J. (2007) Preserving the Collective Expressions of the Human Consciences, 16th International World Wide Web Conference (WWW2007) Workshop on Query Log Analysis: Social and Technical Challenges. Banff, Canada. 8-12 May. Paper: http://www2007.org/workshops/paper 58.pdf Slides: http://querylogs2007.webir.org/slides/JimJansenQL2007.pdf Jansen, B.J., Smith, B., and Booth, D. (2007) Leaming as a Paradigm for Understanding Exploratory Search, Conference on Human Factors in Computing Systems (SIGCHI ), Workshop on Exploratory Search Interfaces. San Jose, California. 28 April - 3 May. Spink, A., Alvarado-Albertorio, F., and Jansen, B.J. (2007) Web Search Behavior: What is Normative?, Society of Australasian Social Psychologists (SASP) Conference. Brisbane, Australia. 12 —15 April. Jansen, B.J. and Spink, A. (2006) Characteristics of searching on Web meta-search engines, American Society for Information Science and Technology: Human Computer Interaction Workshop. Austin, TX. 3-9 November. Jansen, B.J. (2006) Implications of Trust of Sponsored Links for E-commerce Web Searching, 6th Annual SIG-USE Research Symposium. American Society for Information Science and Technology (ASIS&T) Annual Conference. Austin, TX. 4 November. Spink, A. and Jansen, B.J. (2006) Web Searching: Trends and Impacts, Oxford Internet Institute International Symposium. Journal of Information, Communication, Society: 10th Anniversary International Symposium. University of York, UK. 20 - 22 September. http://www.york.ac.uk/res/siru/icsspinketal.htm Jansen, B.J., Spink, A., Kathura, V., and Koshman, S. (2006) How to Define Searching Sessions on Web Search Engines, Workshop on Web Mining and Web Usage Analysis. The 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2006). Philadelphia, Pennsylvania. 20-23 August. Jansen, B.J. (2006) Adversarial Information Retrieval Aspects of Sponsored Search, Second International Workshop on Adversarial Information Retrieval on the Web (AIRWeb 2006). The 29th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (SIGIR2006). Seattle, Washington. 6-11 August. 53 EFTA00601629 Pagers Presented at Technical and Professional Meetings Jansen, B.J., Ramadoss, R. Zhang, M., and Zang, N. (2006) Wrapper: An Application for Evaluating Exploratory Searching Outside of the Lab, SIGIR 2006 Workshop on Evaluating Exploratory Search Systems. The 29th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (SIGIR2006). Seattle, Washington. 6-11 August. Buzikashvili, N. and Jansen, B.J. (2006) Limits of the Web Log Analysis Artifacts, Workshop on Logging Traces of Web Activity: The Mechanics of Data Collection, The Fifteenth International World Wide Web Conference (WWW 2006). Edinburgh, Scotland. 22-26 May. Jansen, B.J. (2006) The Wrapper.• An Open Source Application for Logging User - System Interactions during Searching Studies, Workshop on Logging Traces of Web Activity: The Mechanics of Data Collection. The Fifteenth International World Wide Web Conference (WWW 2006). Edinburgh, Scotland. 22-26 May. Jansen, B.J., Rieh, S.Y., Spink, A., Wang, P., and Wolfram, D. (2005) Panel Presentation: Internet Usage Transaction Log Studies: The Next Generation, American Society for Information Science & Technology 2005 Annual Meeting. Charlotte, North Carolina. 28 October — 2 November. Toms, M., Jansen, B.J., and Muresan, G. (2005) Panel Presentation: Evaluating Success in Search Systems, American Society for Information Science & Technology 2005 Annual Meeting. Charlotte, North Carolina. 28 October — 2 November. Jansen, B.J. (2005) A Multi-Disciplinary, Multi-Level, and Multi-Spectrum View of Interaction, The First Conference of the i-School Community: Bridging Disciplines to Confront Grand Challenges. 28-30 September 2005, State College, PA. Jansen, B.J. and Resnick, M. (2005) Examining Searcher Perceptions of and Interactions with Sponsored Results, Workshop on Sponsored Search Auctions, The Sixth ACM Conference on Electronic Commerce (EC'05). Vancouver, Canada. 5-8 June. Jansen, B.J. (2005) Automated Searching Assistance for Exploratory Search, Seminar on Exploratory Search Interfaces at the University of Maryland sponsored by the Human- Computer Interaction (HCI) Lab. College Park, Maryland. 2 June. Shingle, A. Jansen, B.J., and Spink, A. (2005) Television Advertising of Prescription Drugs: A Study of Its Effect on Consumer Web Searching, IEEE 6th International Conference on Information Technology, Coding and Computing. Las Vegas, Nevada, 11-13 April, 2005. Jansen, B.J., Spink, A., and Pederson, J. (2004) An Analysis of Multimedia Searching on Alta Vista, Presentation at Workshop on User Searching, World Wide Web Conference, New York, New York, 18 May 2004. De Ycaza, S., Doran, S., Eastman, C., and Jansen, B.J. (2003) Nutritional Information on the Web: An Analysis of Information Sought and Information Provided, South Carolina Nutrition Research Summit, Columbia, SC. 17 October 2004. 54 EFTA00601630 Papers Presented at Technical and Professional Meetinas Jansen, B.J. (1998) An Analysis of User Queries on the Web: The Implications for the Design of Military Information Retrieval Systems, Fifth Annual US Army Research Laboratory and United States Military Academy Technical Symposium, West Point, New York. Jansen, B.J. (1997) Simulated Annealing in Information Retrieval, Fifth Annual US Army Research Laboratory and United States Military Academy Technical Symposium, West Point, New York. Adams, W. J. and Jansen, B.J. (1997) Integrating Usability Design Principles into an Existing Engineering Curriculum, The American Society for Engineering Education National Conference, Milwaukee, Wisconsin. Jansen, B.J. and Adams, W.I. (1997) Integrating User Centered Design into an Introductory Engineering Course, American Society for Engineering Education Zone 1 Meeting, West Point, New York. Scholarly Reports Jansen, B.J. (2011) The civic and community engagement of religiously active Americans. Pew Internet & American Life Project, Pew Research Center. 13 December. http://pewinternet.org/Reports/2011/Social-side-of-religious.aspx Jansen, B.J. (2010) 65% of Internet Users Have Paid for Online Content. Pew Internet & American Life Project, Pew Research Center. 30 December. http://www.pewinternet.org/Reports/2010/Paying-for-Content.aspx Jansen, B.J. (2010) Use of the Internet by higher income households. Pew Internet & American Life Project, Pew Research Center. 24 November. http://www.pewinternet.org/Reports/2010/Better-off-households.aspx Jansen, B.J. (2010) Online Product Research. Pew Internet & American Life Project, Pew Research Center. 29 September. http://pewinternet.org/Reports/2010/Online-Product-Research.aspx Funded Projects, Grants, Commissions, and Contracts 2015 - 2014 Title: Web Analytics for a Research University Library Granting Agency: Penn State, University Library Total Amount: $19,717 Role: Principal Investigator 55 EFTA00601631 Funded Projects, Grants, Commissions, and Contracts 2015 - 2013 Title: Exploring Scholarly Discourse in MOOC Discussion Forums Granting Agency: Penn State, Center for Online Innovation in Learning Total Amount: $30,383 Role: Principal Investigator 2014 - 2010 Title: Broadband to Support SMEs in Pennsylvania Granting Agency: Commonwealth of Pennsylvania Total Amount: $500,000 Role: Faculty Investigator ($70,000) 2014 - 2010 Title: Semantic CiteSeerX Granting Agency: National Science Foundation Total Amount: $1,100,000 Role: Principal Investigator ($130,000) 2011 - 2008 Title: Affective and Cognitive Factors Affecting the Evaluation of Search Engines by Users Granting Agency: Google Amount: $50,000 Role: Principal Investigator 2011 - 2009 Title: Using Keyword Advertising for Economic and Workforce Development Granting Agency: The Pennsylvania State University Amount: $25,000 Role: Principal Investigator 2011 - 2010 Title: Toolkits for Deployable Best Practices Granting Agency: Office of Naval Research STTR Phase II Total Amount: $750,000 Role: Principal Investigator ($87,500) 2011 - 2010 Title: RAPID: Text Message-based Infrastructure for Emergency Response Granting Agency: National Science Foundation Total Amount: $75,000 Role: Principal Investigator ($15,000) 2009 - 2008 Title: Toolkits for Deployable Best Practices Granting Agency: Office of Naval Research STTR Phase I Total Amount: $100.000 Role: Principal Investigator ($15,000) 56 EFTA00601632 Funded Projects, Grants, Commissions, and Contracts 2009 - 2007 Title: REU Supplement for CRI: Collaborative: Next Generation CiteSeer Granting Agency: National Science Foundation Amount: $12,000 Role: Co-Principal Investigator ($12,000). 2009 - 2006 Title: Synchronized Interactions Among Users, Systems, and Information Granting Agency: Air Force Research Lab Amount: $463,000 Role: Principal Investigator ($463,000). 2008 - 2005 Title: The Next Generation CiteSeer Granting Agency: National Science Foundation Amount: approximately $1,444,984 Role: Co-principal Investigator with Dr. Lee Giles, Dr. Susan Gauch, and Dr. Jack Carroll ($48,701) 2009 - 2007 Title: Triggers in Collaborative Information Searching Granting Agency: National Science Foundation Amount: $76,000 Role: Co-principal Investigator with Dr. Madhu Reddy ($18,119) 2009 - 2008 Title: REU Supplement for Triggers in Collaborative Information Searching Granting Agency: National Science Foundation Amount: $12,000 Role: Co-principal Investigator with Dr. Madhu Reddy ($6,000) 2007 - 2006 Title: REU Supplement for CRI: Collaborative: Next Generation CiteSeer Granting Agency: National Science Foundation Amount: $9,000 Role: Co-Principal Investigator ($9,000). 2005 2005 - 2004 Title: Design of Tools for Information Seeking, Management, and Analysis for a Lessons Learned Knowledge System Granting Agency: US Marine Corps Research University Amount: $500,000 Role: Co-Principal Investigator ($83,957) Title: Knowledge Management Granting Agency: US. Department of Defense, Defense Threat Reduction Agency (DTRA) Amount: $625,832 Role: Co-Principal Investigator ($18,439). 57 EFTA00601633 Funded Projects, Grants, Commissions, and Contracts 2006 - 2005 Title: REU Supplement for CRI: Collaborative: Next Generation CiteSeer Granting Agency: National Science Foundation Amount: $6,000 Role: Co-Principal Investigator ($6,000). 1998 -1996 Title: The use of software agents in information retrieval. Granting Agency: Army Research Laboratory Amount: $68,000 Role: Principal Investigator ($68,000) 1998 Title: Information searching on Web Search Engines Granting Agency: Army Research Laboratory Amount: $5,000 Role: Principal Investigator ($5,000) 1997 Title: Software agents for information retrieval. Granting Agency: Army Research Laboratory Amount: $5,000 Role: Principal Investigator ($5,000) Software Developed Software Development: Client-side Application for Automated Searching: that automates searching tactics via user implicit feedback. Software Development: Application for Real-time Evaluation of Search Engine Performance: that automates the evaluation of Web search engines. Teaching At Hamad Bin Khalifa University (Current — 2017), College of Science and Engineering, I developed ICT632 Advanced Applications of the Web and Internet, a course that I proposed and designed. A breath course, divided into eights modules, covering (a) web fundamentals, (b) ecommerce, (c) search, (d) social media, (e) cloud computing, (f) web analytics, (g) marketing analysis, and (h) mobile. An assignment due every week. 8 individual assignment. 7 team assignments. I designed the course so the students used the technologies they were studying. At The Pennsylvania State University (2016 — 2002), I have taught a variety of information technology-related courses, including the undergraduate capstone project leadership course, the introductory freshman course, online marketing, graduate seminar course, and a graduate course on human information interaction. Additionally, I have mentored students in a variety of independent studies and have been on several course development committees. 58 EFTA00601634 Teaching At The Pennsylvania State University (2016 - 2002): • Committee Lead, curriculum development team for a college-level executive masters program. • Committee Lead, curriculum development committee for re-design of the undergraduate senior — level capstone course. • Committee Member, curriculum development team for re-design of the undergraduate freshmen level introductory course. • Committee Member, curriculum development team for the establishment of a university-wide Business Analytics minor • Faculty Lead, development team for the establishment of a university-wide professional library certification program • Committee Member, curriculum development team for the establishment of a college Entrepreneurship minor • Course Development: (1) undergraduate capstone course in IT project management, (2) graduate course in information searching, (3) undergraduate course in keyword advertising, (4) graduate course in web analytics, (5) undergraduate course in entrepreneurship technology 2015 — Mentor for one team in the Google Final 15 in The Google Online Marketing Challenge for 2014. The team was in the top fifteen from 4,000 teams from around the world (top 0.4%). Mentor for team in the Google Non-profit Challenge for 2014. The teams were the top more than 4,000 teams from around the world (top 0.4%). 2014 — Mentor for three teams in the Global Final 15 in The Google Online Marketing Challenge for 2013. The teams were in the top fifteen from 4,000 teams from around the world (top 0.4%). Mentor for two teams in the Google Media Marketing Challenge for 2013. The teams were the top more than 4,000 teams from around the world (top 0.4%). 2013 — Mentor for one team in the Global Final 15 in The Google Online Marketing Challenge for 2012. The team was in the top fifteen from more than 4,000 teams from around the world (top 0.4%). 2012 — Mentor for three teams in the Global Final 15 in The Google Online Marketing Challenge for 2011. The three teams were in the top fifteen from 4,000 teams from around the world (top 0.4%). 2010 — Mentor for two teams in the Global Final 15 in The Google Online Marketing Challenge for 2009. The two teams were in the top fifteen from 3,000+ teams from around the world (top 0.5%). 59 EFTA00601635 Teaching Had eight other teams get honorable mention by placing in the Top 100 Global Teams and five other teams place in the Top 10% of all teams. 2010 — Mentor for two student teams that took 1st and 3r° in the Penn State IdeaPitch Competition, which is a university wide Penn State entrepreneurship competition. 2009 — Mentor for three teams in the Global Final 15 in The Google Online Marketing Challenge for 2009. The three teams were in the top fifteen from 2,107 teams from around the world. Had seven other teams get honorable mention by placing in the top 50 teams in the Americas region. 2009 - Schreyer Honors College Teaching Grant Recipient for developing multi-disciplinary keyword advertising, marketing, and technology course. 2008 — Mentor for the winning team in the Americas region in The Google Online Marketing Challenge for 2008. One of the top four teams from 1,620 teams from around the world. Won a trip to the GooglePlex with the students, plus the students all won laptops. Had two other teams get honorable mention by placing in the top 50 teams in the Americas region. 2008 - Selected as Faculty Marshall by Student Marshall of Computer Science and Engineering Department, College of Engineering, The Pennsylvania State University as faculty member who had the biggest impact on student's academic career 2008 - Professor of the Year nominee for College of Information Sciences and Technology, The Pennsylvania State University, 16802 2003 Selected as Faculty Marshall by Student Marshall of School of Information Sciences and Technology, The Pennsylvania State University as faculty member who had the biggest impact on student's academic career Guest lecturer for a month (2000) at the Korean Military Academy in Seoul, Republic of Korea. At the University of Maryland (Asian Division) (2000 - 1999), taught courses on Web/Internet and multimedia design. At the United States Military Academy (1999 - 1996), I taught several computer science- related courses including introductory programming, advanced programming, micro- computing, and databases. Also, mentored students in a variety of independent studies. As executive officer for the department (1999 — mid 1997), was responsible for course scheduling, instructor assignments, classroom allocation, student counseling, as well as many other duties concerning the day-to-day operation of the department. 60 EFTA00601636 Membership on Desiree Committees The Pennsylvania State University College of Information Sciences and Technology Chair or Co-Chair Partha Mukherjee (Committee Chair) (PhD degree conferred in 2016) Alex Brown (Committee Chair) (M.S. degree conferred in 2016) Zhe Liu (Committee Chair) (PhD degree conferred in 2014) Dan Coughlin (Committee Chair) (PhD degree conferred in 2014) Carolyn Hafernik (Committee Chair) (M.S. degree conferred in 2013) Adan Ortiz-Cordova (Committee Chair) (M.S. degree conferred in 2013) Jian-Syuan Wong (Committee Chair [until 2016]) (PhD degree expected in 2018) Steve Carmen (Committee Chair [until 2013]) (M.S. degree conferred in 2013) Kathleen Moore (Committee Chair [until 2012]) (PhD degree expected in 2015) Mimi Zhang (Committee Chair) (PhD degree conferred in 2010) Mike Hills (Committee Chair) (PhD degree conferred in 2010) Hyun-Woo Kim (Committee Co-Chair) (M.S. degree conferred in 2010) Young Shin Kim (Committee Co-Chair) (M.S. degree conferred in 2010) Committee Member Eric McMillan (Committee Member) (PhD degree expected in 2017) Nathan McNeese (Committee Member) (PhD degree conferred in 2014) Patricia Spence (Committee Member) (PhD degree conferred in 2013) Arvind Karunakaran (Committee Member) (M.S. degree conferred in 2011) Yusuf Raza (Committee Member) (M.S. degree conferred in 2009) Sharoda Paul (Committee Member) (PhD degree conferred in 2009) Allison Morgan (Committee Member) (PhD degree conferred in 2008) Mithu Bhattacharya (Candidacy Committee Member, 2005) Scott Robertson (Candidacy Committee Chair, 2004) The Pennsylvania State University Workforce Education and Development Program, College of Education John Dolan (Committee Co-Chair [until 2012]) (PhD degree expected in 2013) The Pennsylvania State University School of Hospitality and Management Lu Zhang (Committee Co-Chair) (M.S. degree conferred in 2009) The Pennsylvania State University Department of Industrial and Manufacturing Engineering Himanshu Sharma (Committee Chair) (M.S. degree conferred in 2005) Sourav Sengupta (Committee Chair) (M.S. degree conferred in 2005) Ying Zhang (Committee Chair) (M.S. degree conferred in 2008) The Pennsylvania State University Department of Electrical Engineering Vijay Mohan (Committee Co-Chair) (M.S. degree conferred in 2009) Dheepak Ramaswamy (Committee Co-Chair) (M.S. degree conferred in 2009) 61 EFTA00601637 Membership on Desiree Committees Ashish Kathuria (Committee Chair) (M.S. degree conferred in 2007) The Pennsylvania State University Department of Computer Science and Engineering Yanjun Gao (Committee co-Chair)[until 2017](PhD degree expected in 2018) Chandrika Gopalakrishna (Committee Chair) (M.S. degree conferred in 2008) The University of Pittsburgh School of Information Sciences Department of Library and Information Science Zhen Yue (Committee Member) (Ph.D. degree conferred in 2014) Minsoo Park (Committee Member) (Ph.D. degree conferred in 2008) Rutgers, the State University of New Jersey School of Communication, Information and Library Studies Yuelin Lee (Committee Member) (Ph.D. degree conferred in 2008) The Pennsylvania State University Schreyer Honors College, thesis advising Megan Krause (B.S. degree conferred 2107) Allie Whitman (B.S. degree conferred 2106) Adan Ortiz-Cordova (B.S. degree conferred 2011) Bradley Shively (B.S. degree conferred 2010) Kate Sobel (B.S. degree conferred 2010) Steven Troxell (B.S. degree conferred in 2008) Steven Clancy (B.S. degree conferred in 2007) Paulo Molina (B.S. degree conferred in 2004) Chris Catalano (B.S. degree conferred in 2004) Andy Shingle (B.S. degree conferred in 2004) Supervision of Other Undergraduate Research Student Degree Major University Role Arielle Amchin BS Marketing Penn State Research Mentor Arun Das BS CS Brown University Research Mentor Manisha Dareddy BS MIS Carnegie Mellon Qatar Research Mentor Satyajit Narayanan BS CS Bharati Vidyapeeth University Research Mentor Will Berkheiser BS IST Penn State Work Study Mentor http://studentaid.psu.edu/types- of-aid/work-study-and- employment/work-study/about Pat Bonner BS IST Penn State Research Mentor Danielle Booth BS IST Penn State Research Mentor Anna Brown BS IST Penn State Research Mentor 62 EFTA00601638 Supervision of Other Undergraduate Research Student Degree Major University Role Nicole Butera BS Chemistry Penn State Women in Science and Engineering Research (WISER) Mentor http://pa.spacegrant.org/wiser Chris Ciamacca BS IST Penn State Research Mentor Karen Lee BS IST Penn State Research Mentor Dana Kracow BS IST Penn State Research Mentor Daehee Park BS IST Penn State Research Mentor Melissa Reizner BS IST Penn State Research Mentor Mitchell Rukat BS IST Penn State Research Mentor Paul Rinaldi BS IST Penn State Research Mentor Simone Schuster BS Advertising Penn State Research Mentor Laura Solomon BS Advertising Penn State Research Mentor Meng Ting Sun BS Accounting Penn State Research Mentor Pete Smith BS IST Penn State Research Mentor Megan Tan BS Marketing Penn State Research Mentor Courtney Weaver BS IST Penn State Research Mentor Professional Service Editorial Boards Current — 2016 Current — 2016 Current — 2012 Current — 2011 Current — 2009 Current — 2009 Current — 2006 Current — 2006 Current — 2004 2016 - 2011 Editor-in-chief, Information Processing & Management (Elsevier) Editorial Board Member, Information Discovery and Delivery Editorial Advisory Board Member, Social Networks Editorial Advisory Board Member, International Journal of Electronic Business Editorial Advisory Board Member, Journal of the American Society for Information Science and Technology Editorial Advisory Board Member, Future Internet Editorial Panel, International Journal of Internet Science Editorial Advisory Board Member Information Research Editorial Advisory Board Member Information Processing & Management Editor-in-chief, Internet Research (Emerald) 63 EFTA00601639 Professional Service Editorial Boards 2011 - 2004 Editorial Advisory Board Member, Journal of Internet Research 2010 - 2004 Editorial Advisory Board Member, Library and Information Science Journal 2008 - 2004 Associate Editor (Book Reviews) Information Processing & Management 1996 -1998 Student Editor, SIG Computer Human Interaction SIGCHI Bulletin Professional Service Tenure Letters 2017 External Promotion Letter for faculty member of Department of Computer Information Systems, Jordan University of Science and Technology. 2016 External Promotion Letter Writer for faculty member of School of Information Sciences at the University of Pittsburgh 2016 External Promotion Letter Writer for faculty member of School of Business, McMaster University 2016 External Tenure Letter Writer for faculty member of Department of Library and Information Science, The Catholic University of America 2015 External Tenure Letter Writer for faculty member of School of Communication and Information, Rutgers University 2013 External Tenure Letter Writer for faculty member of College of Information Science and Technology, Drexel University 2013 External Tenure Letter Writer for faculty member of Graduate School of Management, University of Haifa 2012 External Tenure Letter Writer for faculty member of Faculty of Social Sciences, Bar- Ilan University 2012 External Tenure Letter Writer for faculty member of Henry B. Tippie College of Business, The University of Iowa 2012 External Tenure Letter Writer for faculty member of School of Business, North Carolina Central University 2010 External Tenure Letter Writer for faculty member of School of Business Administration, Bar Ilan University, Israel 64 EFTA00601640 Professional Service Tenure Letters 2009 External Tenure Letter Writer for faculty member of Computer Information Systems Department, Bentley University Professional Service Ad hoc Reviewing 2016 Reviewer, IEEE Systems. Man and Cybernetics, Computers in Human Behavior International Journal of Human Computer Interaction, Cornell Hospitality Review 2015 Reviewer Transactions on Intelligent Systems and Technology, Journal of Organizational Computing and Electronic Commerce, European Journal of Marketing, Journal of Information Management, Transactions on Management Information Systems 2014 Reviewer, MIS Quarterly, Journal of Organizational Computing and Electronic Commerce, Computers in Human Behavior, Journal of Documentation, IEEE Systems, Man and Cybernetics, Tourism Management 2013 Reviewer, Technological Forecasting & Social Change IEEE Systems, Man and Cybernetics, International Journal of Electronic Commerce ACM Transactions on the Web Joumal of Interactive Marketing Journal of Electronic Commerce Research (2x) Electronic Commerce Research Communications of the Association for Information Systems, Transactions on Computer-Human Interaction, Information Research, Information and Management 2012 Reviewer Electronic Commerce Research, International Journal of Information Management, Journal of Information Science Communication Research International Journal of Internet Science, Journal of Organizational Computing and Electronic Commerce Social Science Computer Review Information Research MIS Quarterly, Journal of Organizational Computing and Electronic Commerce, Library and Information Science, IEEE Transactions on Multimedia, Advances in Human- Computer Interaction (2x), Journal of Theoretical and Applied Electronic Commerce Research (3x), ACM Transactions on Computer-Human Interaction 2011 Reviewer, IEEE Transactions on Multimedia, Information Technology and People, Journal of Computer-Mediated Communication (2x), Sage Publishing, Electronic Commerce Research International Journal of Electronic Commerce Journal of Interactive Marketing (2x), ACM Transactions on the Web, ACM Transactions on Computer-Human Interaction 2010 Reviewer, International Journal of Information Management (2x) ACM Transactions on the Web Social Science Computing Review, MIS Quarterly International Journal of Human-Computer Studies PLoS One, Information Research, Netherlands Organisation for Scientific Research, Computing Surveys Information Sciences Future Internet International Information and Library Review International Journal of Internet Science, Behaviour & Information Technology, Journal of Media Economics Reviewer Award 65 EFTA00601641 Professional Service Ad hoc Reviewing 2010 Outstanding Reviewer for the Year, Internet Research 2009 Reviewer, The Computer Journal, ACM Transactions on the Web, International Journal of Electronic Commerce Data & Knowledge Engineering Joumal ACM Transactions on Information Systems 2008 Reviewer Journal of the Academy of Marketing Science, ACM Transactions on the Web, ACM Transactions on Information Systems, Decision Support Systems New Media & Society, IEEE Internet Computing, Journal of Service Science and Management, IEEE Transactions on Professional Communication International Journal of Knowledge Management Studies 2007 Reviewer, Simulation Modelling Practice and Theory ACM Transactions on Information Systems 2006 Reviewer, Journal of Information Science, ACM Transactions on Information Systems 2005 Reviewer, Journal of Medical Internet Research, ACM Transactions on Information Systems 2005 Reviewer, IEEE Systems. Man and Cybernetics Journal Computer Networks Journal 2004 Reviewer, Information Retrieval, Information Processing & Management, Journal of Web Engineering, Journal of Library & Information Science Research 2003 Reviewer, IEEE Proceedings-Software Information Processing & Management 2002 Reviewer, Journal of Informing Science Information Processing & Management, The World Wide Web Journal 2001 Reviewer, International Journal of Human Computer Studies Information Processing & Management 1999 Reviewer, Information Processing & Management 1998 Reviewer Computer Science Education Journal, Information Processing & Management Professional Service Grant Reviewing 2015 Reviewer, Qatar Research Program, Qatar Foundation 2014 Reviewer, grant panelist for National Science Foundation, CISE Research Infrastructure (CRI) program February 2014. 66 EFTA00601642 Professional Service Grant Reviewing 2013 Reviewer for grant proposal for Reviewer, American Association for the Advancement of Science (AAAS) Research Competitiveness Program Grant Proposal for funding through the Maine Technology Institute's Development Awards 2012 Reviewer, Army Research Lab Grant Proposal 2011 Reviewer, National Science Foundation Grant Proposal 2011 Reviewer, American Association for the Advancement of Science (AAAS) Research Competitiveness Program Grant Proposal for funding through the Maine Technology Institute's Development Awards 2010 Reviewer, Standard Research Grants program of the Social Sciences and Humanities Research Council of Canada (SSHRC) Grant Proposal 2010 Reviewer for grant proposal for Reviewer, American Association for the Advancement of Science (AAAS) Research Competitiveness Program Grant Proposal for funding through the Maine Technology Institute's Development Awards 2008 Reviewer, Israel Science Foundation Grant Proposal 2007 Reviewer, Air Force Office of Scientific Research Grant Proposal 2007 Reviewer, Israel Science Foundation Grant Proposal 2004 Grant Reviewer, Arts and Humanities Research Board Grant Proposal, Whitefairs, Lewins Mead, Bristol, UK, BS1 2AE Professional Service Other 2016 Special Issue on Computational Advertising, IEEE Intelligent Systems. Guest Editors: Yanwu Yang, Huazhong University of Science and Technology, China; Yinghui Yang, University of California, Davis, US; Bernard J. Jansen, Qatar Computing Research Institute, HBKU; Mounia Lalmas, Yahoo Labs, UK. 2016 - 2007 Academic Panelist for The Google Online Marketing Challenge (http://www.google.com/onlinechallencie/). Based on registrations from more than 100 countries and more than 11,000 student teams, the Challenge may be the largest, worldwide educational course ever done. 2015 External Examiner for Spanish PhD thesis (Universitat Pompeu Fabra Barcelona) 2014 - 2013 Faculty Advisor for the Penn State Digital Marketing Association 67 EFTA00601643 Professional Service Other 2012 External Examiner for Australian PhD thesis (Queensland University of Technology) 2012 - 2011 Member, Research Committee, Search Engine Marketing Professional Organization (SEMPO) 2011 - 2009 Chair of the American Society for Information Science and Technology (ASIST) Information Science Education Committee 2010 Reviewer, Cambridge University Press book proposal 2010 Reviewer, Cambridge University Press book proposal 2010 External Examiner for Australian PhD thesis (University of Sydney) 2009 - 2006 Chair of the American Society for Information Science and Technology (ASIST) Information Science Education Committee Dissertation Jury 2008 External Examiner for Australian PhD thesis (The University of New South Wales) 2008 External Examiner for Australian PhD thesis (The University of New South Wales) 2008 Guest Editor, International Journal of Electronic Business (IJEBI. Special Issue on Sponsored Search 2007 External Examiner for Australian PhD thesis (Monash University) 2007 Guest Editor, with Andy Edmond, Kirstie Hawkey, Melanie Kellar, and Don Turnbull. Journal of Web Engineering. Special Issue on Logging Traces of Web Activity 2006 Guest Editor, Bulletin of the American Society for Information Science and Technology. Special Issue on Paid Search, January 2006 1995 -1994 President, Computer Science Graduate Students Association, Texas A&M University, College Station, Texas. Professional Service Conference Activities 2016 Chair, Program Committee, The Second International Workshop on Online Social Networks Technologies (OSNT-2016), 13th ACS/IEEE International Conference on Computer Systems and Applications AICCSA 2016. 29 November - 2 December. 68 EFTA00601644 Professional Service Conference Activities 2016 Chair, Program Committee, The Third International Workshop on Social Networks Analysis, Management and Security (SNAMS - 2016), The 4th International Conference on Future Internet of Things and Cloud (FiCloud-2016), Vienna, Austria. 22-24 August. 2016 Reviewer, Papers and Posters, 79th Annual Meeting of the American Society for Information Science and Technology (ASIST 2016). Copenhagen, Denmark. 14-18 October. 2015 Program Committee, Th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, Lisbon, Portugal. 12-14 Nov. 2015 Meta-Reviewer, Papers and Posters, 78th Annual Meeting of the American Society for Information Science and Technology (ASIST 2015). St. Louis, Mo. 6-10 November. 2015 Reviewer, ACM CHI Conference on Human Factors in Computing Systems, Seoul, South Korea. 18-23 April. 2014 Reviewer, Papers and Posters, 77th Annual Meeting of the American Society for Information Science and Technology (ASIST 2014). Montreal, Canada. 31 October-4 November. 2014 Program Committee: 3rd International Information Systems for Crisis Response and Management Conference (ISCRAM 2014), State College, PA. May 2014. 2014 Reviewer, ACM CHI Conference on Human Factors in Computing Systems, Toronto, Canada. 26 April — 1 May. 2013 Reviewer, Papers, 76th Annual Meeting of the American Society for Information Science and Technology (ASIST 2013). Montreal, Canada. 1-6 November. 2013 Reviewer, Posters, 76th Annual Meeting of the American Society for Information Science and Technology (ASIST 2013). Montreal, Canada. 1-6 November. 2013 Reviewer, 22nd International World Wide Web Conference (WWW 2013). 13th-17th, May, Rio de Janeiro, Brazil. 2013 Program Committee: European Conference on Information Retrieval (ECIR 2013) Workshop on Group Membership and Search (GRUMPS), 24 March, Moscow, Russia 2013 Program Committee: Sixth ACM WSDM Conference on Web Search and Data Mining Workshop on Web Search Click Data, 4-8 February, Rome, Italy. 2012 Program Committee: Fourth Information Interaction in Context Conference (IIIX 2012), Nijmegen, the Netherlands, 21-24 August 2012. 69 EFTA00601645 Professional Service Conference Activities 2011 Session Track Chair, 74'" Annual Meeting of the American Society for Information Science and Technology (ASIST 2011). 9-13 October. New Orleans, LA. 2011 Program Committee, iConference. Toronto, Canada, 7-10 February. 2011 Program Committee: 33rd European Conference on Information Retrieval (ECIR 2011), Best Paper Committee, Dublin, Ireland, 19-21 April 2011 2011 Program Committee: 3r European Conference on Information Retrieval (ECIR 2011), Workshop on Information Retrieval Over Query Sessions, Dublin, Ireland, 19-21 April 2011. 2011 Program Committee: 121" ACM Conference on Electronic Commerce (EC11). San Jose, CA. 5-9 June. 2011 Program Committee: Conference on Multilingual and Multimodal Information Access Evaluation (CLEF 2011). Amsterdam, the Netherlands, 19-22 September 2011. 2011 Program Committee: 3r European Conference on Information Retrieval (ECIR 2011). Dublin, Ireland. 18-21 April. 2010 Program Committee, American Society for Information Science and Technology Annual Meeting 2010. Pittsburgh, PA. 22-27 October. 2010 Program Committee: Conference on Multilingual and Multimodal Information Access Evaluation (CLEF 2010). Padua, Italy, 20-23 September. 2010 Program Committee: LREC 2010 Workshop on Web Logs and Question Answering (WLQA2010). Malta, 22 May. 2010 Program Committee: 32st European Conference on Information Retrieval (ECIR 2010). Keynes, UK. 28-31 March. 2009 Program Committee: Web Information and Data Management. 191" International Conference on Information and Knowledge Management (CIKM 2009). Hong Kong. 6 November. 2009 Program Committee: Workshop on the Analysis of System Logs. 22"d ACM Symposium on Operating Systems Principles. Big Sky, MT.14 October. 2009 Program Committee: Collaborative Information Behavior. GROUP 2000. Sanibel Island, Florida. 10 May. 2009 Program Committee: Qualitative and Quantitative Methods in Libraries International Conference (QQML2009). Chania, Crete, Greece, 26-29 May. 70 EFTA00601646 Professional Service Conference Activities 2009 Program Committee: 31st European Conference on Information Retrieval (ECIR 2009). Toulouse, France. 6-9 April. 2009 Reviewer, ACM Conference on Computer Human Interaction 2009 (CHI 2009), Boston, MA, 4 — 9 April. 2008 Reviewer, 181h Conference on Information and Knowledge Management (CIKM 2008). Napa Valley, California. 26-30 October. 2008 Program Committee: Workshop on Human-Computer Interaction and Information Retrieval (HCIR 2008). Redmond, Washington.23 October. 2008 Program Committee: 1st Information Interaction in Context Symposium (IiiX 2008). London, United Kingdom. 14-17 October. 2008 Program Committee: 2008 Ad Auctions Workshop. ACM Conference on Electronic Commerce in Chicago, IL. 8-9 July. 2008 Reviewer, Southern Association for Information Systems Conference (SAIC 2008), Richmond, VA, USA 13-15 March. 2007 Program Committee, IEEE International Conference on Intelligence and Security Informatics 2007 (ISI 2007), New Brunswick, New Jersey. 23-24 May, 2007 2007 Reviewer, Graphics Interface 2007, Montreal, Canada, 28 - 30 May 2007. 2007 Reviewer, American Society for Information Science and Technology Annual Meeting 2007. Milwaukee, Wisconsin. 18-25 October. 2007 Program Committee, 81h World Congress on the Management of eBusiness. Toronto, Canada. 11-13 July. 2007 Program Committee, WWW'07 Workshop on Query Log Analysis: Social and Technological Challenges. World Wide Web 2007, Banff, Alberta, Canada. 8 May. 2007 Program Committee, WWW'07 Workshop on Sponsored Search. World Wide Web 2007, Banff, Alberta, Canada. 8 May. 2007 Program Committee, Chi'07 Workshop on Exploratory Search and HCI: Designing and Evaluating Interfaces to Support Exploratory Search Interaction. ACM CHI2005, Conference on Human Factors in Computing Systems (CHI'07), San Jose, CA. 29 April 2007. 2007 Program Committee, IEEE Intelligence and Security Informatics Conference (ISI 2007), New Brunswick, NJ. 23 — 24 May, 2007. 71 EFTA00601647 Professional Service Conference Activities 2006 Program Committee: 2006 Research Symposium of the Special Interest Group on Human-Computer Interaction. American Society for Information Science and Technology. Austin, Texas. 5 November 5, 2006 2006 Reviewer, Hawaii International Conference on System Sciences 2007. Waikoloa, Big Island, Hawaii. 3-6 January, 2007. 2006 Program Committee: IEEE Information Technology: New Generations (ITNG) 2006, Las Vegas, NV. 16 -19 April 2007. 2006 Reviewer for SIGIR 2006 Workshop on Evaluating Exploratory Search Systems. The 29° Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (SIGIR2006). 6-11 August. Seattle, Washington. 2006 Program Committee: 4° International Conference on Information Technology: New Generations, 16-19 April, 2007, Las Vegas, Nevada. 2006 Program Committee: 191 Information Interaction in Context Symposium (IiiX symposium). Copenhagen, Denmark. 18-20 October 2006. 2006 Program Committee: IEEE Information Technology: New Generations (ITNG) 2006, Las Vegas, NV. 10 - 12 April 2006. 2006 Reviewer, The Fourth Annual Pre-ICIS Workshop on HCI Research in MIS, International Conference on Information Systems, 2005. 2006 Reviewer, Human Factors and Ergonomics Society 491° Annual Meeting, 2005. 2006 Program Committee: IEEE 6° International Conference on Information Technology, Coding and Computing. Las Vegas, Nevada. 5-7 April 2005. 2006 Program Committee: the 5° International Conference on Conceptions of Library and Information Science, Glasgow, Scotland, 6-9 June 2005. 2006- 2002 Reviewer, ACM SIGIR International Conference on Information Retrieval. 2006 Session Track Co-chair, Web Searching Sessions (Three tracks), the IEEE 5° International Conference on Information Technology, Coding and Computing. Las Vegas, Nevada. 4-6 April 2005. 2005 Program Committee, IEEE 6° International Conference on Information Technology, Coding and Computing. Las Vegas, Nevada. 5-7 April, 2005. 2005 Program Committee, the 5° International Conference on Conceptions of Library and Information Science, Glasgow, Scotland, 6-9 June 2005. 72 EFTA00601648 Professional Service Conference Activities 2004 Session Track Co-chair, Web Searching Sessions (Three tracks), the IEEE 5° International Conference on Information Technology, Coding and Computing. Las Vegas, Nevada. 5-7 April, 2004. 2004 Reviewer, ACM CHI2005, Conference on Human Factors in Computing Systems 1998 Session Moderator, New Engineering Educators Conference, June 1998, Seattle, Washington. 1998 Co-organizer for ACM Computer Science Education Research Competition, February 1998, Atlanta, Georgia. 1998 Reviewer, New Engineering Educators Conference 1998 Reviewer, American Society for Engineering Education National Conference 1997 Session Moderator for American Society for Engineering Education National Conference, June 1997, Milwaukee, Wisconsin. Advisory Boards Current - 2012 CLAK Impressions http://www.linkedin.com/company/clak-impressions Current - 2010 The Pennsylvania Technical Assistance Program (PennTAP), http://penntap.psu.edu/action-council/ Current - 2010 Innoblue httn://innoblue.org/ Keynote 2016 - 2007 2012 - 2010 2012 - 2010 Global Academic Panel, Google Online Marketing Challenge, http://www.goocile.com/onlinechallerme/discover/iudging-panel.html Chief Marketing Officer (CMO Council) Advisory Board for research initiative, Localize to Optimize Sales Channel Effectiveness Jabbit Board of Advisors, htto://wwwjabbit.com/ Invited Talks (Selected) Keynote, 13th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2016). 29 Nov - 02 Dec. 2016, Agadir, Morocco. http://jimjansen.blogspot.com/2016/11/social-media-conversations-using-cross.html 73 EFTA00601649 Invited Talks (Selected? Keynote, 2016 Sixth National Doctoral Forum of Information Science, 7-18 July 2016, Tianjin, China. Keynote http://iimiansen.blogspot.qa/2016/07/keynote-speaker-at-2016-sixth-national.html Keynote, The 7th International IEEE on Information and Communication Systems (ICICS Keynote 2016), 5-7 April, Irbid, Jordan. Keynote, The 10th International ACM Conference on Ubiquitous Information Management Keynote and Communication (IMCOM 2016), 4-6 January, Danang, Vietnam. http:Mimiansen.blogspot.qa/2015/12/imcom-2016-keynote-transformed-role-of.html Presentation, Sungkyunkwan University (Sowan Campus), 23 April 2015, Seoul, South Korea. http://jimjansen.blogspot.com/2015/04/visit-to-department-of-interaction.html Presentation, National Research University Higher School of Economics, 10 March 2014, St. Petersburg, Russia http://iimiansen.blogspot.com/2014/03/presentation-at-national-research.html Presentation, Yandex, 11 March 2014, St. Petersburg Russia. htto://iimiansen.blcxispot.com/2014/03/visit-to-yandex-headquarters-in-st.html Presentation, Sungkyunkwan University (Sowan Campus), 20-21 June 2013, Seoul, South Korea. http://iimiansen.blogspot.com/2013/06/research-workshop-discussion-on-web.html Presentation, Library and Information Science Department and College of Information and Media, Duksung Women's College, 19 June 2013, Seoul, South Korea. http://jimjansen.blogspot.com/2013/06/theoretical-constructs-of-searching-and.html Presentation, Library and Information Science Department, College of Liberal Arts, Sungkyunkwan University, 18 June 2013, Seoul, South Korea. http://iimiansen.blogspot.com/2013/06/keyword-advertisinq-research.html Presentation, Qatar Computer Research Institute, 24-29 April 2013, Doha, Qatar. htto://iimiansen.blcxispot.com/2013/04/research-oresentation-to-folks-at-qatar.html Presentation, Department of Decision Sciences, College of Business and Public Administration, Old Dominion University, 14-15 April 2013, Norfolk, VA. http:Mimiansen.blogspot.com/2013/04/keyword-advertisinq-presentation-to.html Presentation, Google Online Marketing Challenge Workshop, The University of Illinois at Urbana—Champaign, 11 March 2013. http://jimjansen.blogspot.com/2013/03/gomc-presentation-to-students-at.html Presentation, Casual Living Conference 2012, 22-24 February 2012, Sarasota, FL. htto://accentsandfurnishings.com/conferences/casuallivingconference/2012/index.html 74 EFTA00601650 Invited Talks (Selected)! Keynote, The Direct Marketing Association of Washington (DMAW) Professor Institute. 3-4 January 2012, Washington. DC. http://www.dmawef.orq/Professors Page/Professors Page.html Presentation, Advance 2011: Rediscovering the Customer. 20-22 September 2011, San Diego, CA. http://www.idanalytics.com/advance2011/ Webinar, Web Analytics Webinar for the American Society for Information Science and Technology, 17 June 2011. http://asist.orglConferences/webinars/2011/web-analytics.html Keynote Keynote, Buying and Selling eContent 2011. 28 March 2011, Scottsdale, AR. http://www.buy- sell-econtent.com/2011/Speakers/JimJansen.aspx Presentation, Evri (semantic news aggregation company). 10 February 2011, Seattle, WA http://jimjansen.blogspot.com/2011/02/visit-to-evri-semantic-news-aggregation.html Presentation, IMPAQT (search engine marketing agency). 10 November 2010, Pittsburgh, PA. http://iimiansen.blogspot.com/2010/11/visit-to-search-engine-marketing.html Presentation, Yahoo! Research Lab. 9 November 2010, New York, New York. http://jimjansen.blogspot.com/2010/11/visit-to-yahoo-research-labs-new-york.html Presentation, School of Communication and Information, Rutgers University. 8 November 2010, New Brunswick, NJ. University-wide Presentation, Ryerson University, 18 October 2009, Toronto, Canada. Presentation, Query Log Analysis: From Research to Best Practice 2009/ 27-28 May. London, UK. Funded by European Union project on Evaluation, Best Practices and Collaboration for Multilingual Information Access. http://ir.shef.ac.uk/cloughie/glaw2009/index.html Presentation, Query Log Analysis: From Research to Best Practice 2009/ 27-28 May. London, UK. Funded by European Union project on Evaluation, Best Practices and Collaboration for Multilingual Information Access. http://ir.shef.ac.uk/cloughie/glaw2009/index.html Presentation, Google. 30 October 2008. Mountain View, CA. Presentation, IMPAQT (search engine marketing agency). 28 October 2008, Pittsburgh, PA. http:Mimiansen.blogspot.com/2008/10/visit-to-sem-impagt.html Presentation, Mahalo (a human power search engine). 6 July 2008, Los Angeles, CA. http://jimjansen.blogspot.com/2008/07/mahalo-human-power-search-engine.html Presentation, Pepperjam (search engine marketing agency). 24 June 2008, Wilkes-Barre, PA. http://iimiansen.blogspoLcom/2008/06/visit-to-pepperiam.html 75 EFTA00601651 Invited Talks (Selected? Presentation, School of Communication and Information, Rutgers University. 2 September 2005, New Brunswick, NJ. Presentation, College of Information, University of North Texas, 15 June 1998. Denton, TX Membership in Professional Societies American Society for Information Science and Technology (ASIST) Armed Forces Communications and Electronics Association (AFCEA) Association for Computing Machinery (ACM) The Institute of Electrical and Electronics Engineers (IEEE) Societies: Computer Society Professional Experience Numerous consulting projects and expert witnessing (class action suits, patent ligation, and civil ligation) US Army Officer (2002 - 1985): Held various command and staff positions of progressively increasing responsibility. Responsible for vision articulation, planning, directing, and day-to- day management of organizations ranging in size from 10 to over 200 personnel. Served in numerous locations in the United States, Europe, Central America, and the Far East as a communication officer. Responsible for the planning and installation of various types of communication systems including radio, telephone, computer and other digital networks. Served with the 8t U.S. Army Y2K Operational Evaluation Team validating critical information management systems. Responsible for the long term planning, developing, and budgeting of communication systems of all types for the U.S. Forces stationed on the Korean Peninsula. Responsible for a 22-person division that develops photographic, graphical, audio-visual and multimedia material for the U.S. Army War College. 76 EFTA00601652 Appendix B Testimony Cases Last Four Years Year Retained Deliverables Retained by Case 2016 Deposition Report Plaintiff Jane Doe v. Transocean Offshore Deepwater Drilling Inc.; BHP Billiton Petroleum (Deepwater) Ltd.; Schlumberger Technology Corporation; Aramark Services, Inc., and RPS Group, Inc., Cause No. 2016-14927, In the 151st Judicial District Court of Harris County, Texas Law Firm: Arnold & Itkin LLP 2016 Deposition Report Plaintiff Plaintiff, v. GHISLAINE MAXWELL, Defendant. Case #: I :15-cv-07433 United States District Court Southern District of New York Law Firms: Boies Schiller & Flexner LLP and Jaffe, Weissing, Edwards, Fistos & Lehrman, . 2015 Testimony Deposition Report Plaintiff WICKFIRE, LLC, Plaintiff, v. TRIMAX MEDIA, INC., LAURA WOODRUFF, WREI, INC., JOSH WEST, Defendants. CIVIL ACTION NO. 1:14- CV-34. IN THE UNITED STATES DISTRICT COURT FOR THE WESTERN DISTRICT OF TEXAS AUSTIN DIVISION Law Firms: Bracewell & Giuliani LLP, Denko Coburn Lauff LLP, Dykema Cox Smith, Susman Godfrey LLP, and Atlas Law PLLC, 2014 Testimony Deposition Report Plaintiff ERIN ANDREWS, Plaintiff, vs MARRIOTT INTERNATIONAL, INC., a Delaware Corporation; WESTEND HOTEL PARTNERS, LLC dba NASHVILLE MARRIOTT AT VANDERERBILT UNIVERSITY, a Delaware Limited Liability Company, and MICHAEL DAVID BARRETT, an individual, Defendants. CASE NO. 11C4831, which is pending in the Circuit Court for Davidson County Tennessee at Nashville. Law Firm: Greene Broillet & Wheeler LLP 2015 Deposition Report Plaintiff ENCORE MEDIA METRICS, LLC fka SPUR DIGITAL ., dba SPUR INTERACTIVE and STEVE LATHAM VS ADOMETRY, INC. fka CLICK FORENSICS, INC. Cause 2012-44351 / Court: 281. (The District Court of Travis County, Texas.) Law Firms: Watts & Guerra LLP and DiNovo Price Ellwanger & Hardy LLP 77 EFTA00601653 Year Retained Deliverables Retained by Case 2014 Deposition, Report Defendant M.B. AS NEXT FRIEND OF J.B., A MINOR Plaintiffs, V. CAMP STREWART FOR BOYS, INC., AMERICAN INSTITUTE FOR FOREIGN STUDY, INC. D/B/A CAMP AMERICA, AND SCOTT ASH JAMES ZIRUS Defendant. NO. 5:12-CV-1133 (Western District of Texas) Law Firm: Rymer, Moore, Jackson, & Echols PC 2014 Testimony, Deposition, Report Defendant REAL LOCAL PAGE PARTNERS, LLC, Claimant, v. PAYMENT ALLIANCE INTERNATIONAL, INC., Respondent & PAYMENT ALLIANCE INTERNATIONAL, INC. Counter-Claimant, v. REAL LOCAL PAGE PARTNERS, LLC, Counter-Respondent. CASE NO. 32 147 Y 0021413. AMERICAN ARBITRATION ASSOCIATION, MIAMI, FLORIDA Law Firm: Kirkland & Ellis LLP 78 EFTA00601654 Appendix C Documents Referenced Web Services • Alexa www.alexa.com/ • Bing Search Engine https://www.bing.com/ • Google Keyword Tool https://adwords.google.com/KeywordPlanner • Google Search Engine www.google.com/ • Google Trends https:/Avww.google.com/trends/ • Microsoft Bing Keyword Tool wvvw.bing.com/toolboxikeywords • Quantcast https://www.quantcast.com • SimilarWeb www.similarweb.com/ Reports and Articles Referenced • FILTHY RICH - PATTERSON JAMES/ CONNOLLY, JOHN (CON)/ MALLOY, TIMOTHY (CON) - NE http://www.ebay.com.au/ittn/FILTHY-RICH-PATTERSON- JAMES-CONNOLLY-JOHN-CON-MALLOY-TIMOTHY-CON- NE/192248712306? trkparms • Filthy Rich: A Powerful Billionaire, the Sex Scandal that Undid Him, and All the Justice that Money Can Buy: The Shocking True Story of Jeffrey Epstein https://www.amazon.com/dp/B0IEFL9BMC/ref=dp-kindle- redirect? encoding—UTF88rbtkr=1 • Florida Ponzi schemer jailed for $1.2billion fraud currently serving a 50-year sentence and his wife officially divorce http:/Avww.dailyrnail.co.uk/news/article- 3169768/Divorce-finalized-1-2B-Ponzi-schemer-Rothstein.htmltfixzz4w3nn9pfa • James Patterson and John Connolly (2016) Filthy Rich: A Powerful Billionaire, the Sex Scandal that Undid Him, and All the Justice that Money Can Buy - The Shocking True Story of Jeffrey Epstein. Little, Brown and Company. • Miami, FL - Ponzi Schemer Scott Rothstein Gets 50-year Sentence https://www.vosizneias.corn/57450/2010/06/09/miami-fl-ponzi-schemer-scott-rothstein- gets-50-year-sentenceJ • Nielsen Online Ratings Metrics Guidelines, http://digitalmeasurement.nielsen.corn/files/metrics-guidelines.pdf • Patterson takes on sordid Jeffrey Epstein case in 'Filthy Rich' https://www.usatoday.com/story/.../filthy-rich-jeffrey-enstein...patterson.../91605266/ • Ponzi schemer Scott Rothstein lied to feds and should serve 50-year prison term, prosecutors say http://www.sun-sentinel.com/local/broward/fl-reg-scott-rothstein-no- sentence-reduction-20170926-story.html • Rothstein Reveals How $1.2 Billion Ponzi Scheme Money Was Spent http://miami.cbslocal.corn/2011/12/30/rothstein-reveals-how-1-2-billion-ponzi-scheme- money-was-spent/ • Rothstein Sentenced to 50 Years Behind Bars http://www.nbcmiami.com/news/local/Rothstein-Sentenced-95951004.html 79 EFTA00601655 • Scott Rothstein Charged with Racketeering https://www.cbsnews.com/news/scott- rothstein-charged-with-racketeering/ • Scott Rothstein's Cheating Life http://www.browardpalmbeach.com/news/scott- rothsteins-cheating-life-6444966 • South Florida lawyer Scott Rothstein faces arrest in Ponzi scheme http://www.tampabay.corn/news/politics/stateroundup/south-florida-lawyer-scott- rothstein-faces-arrest-in-ponzi-scheme/1055500 • Teevan, J., Adar, E., Jones, R. and Potts, M. (2006). History repeats itself: repeat queries in Yahoo's logs. In Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR '06). ACM, New York, NY, USA, 703-704. • The Ultimate Ponzi: Scott Rothstein Book Excerpts Reveal Juicy Details https://www.huffingtonpost.com/2013/03/12/scott-rothstein-book-the-ultimate- ponzi n 2862093.html • Triangulation (social science) http://en.wikipedia.org/wiki/Triangulation_%28social science%29 • U.S. Digital Advertising Will Make $83 Billion This Year, Says EMarketer http://www.adweek.corn/digital/u-s-digital-advertising-will-make-83-billion-this-year- says-emarketer/ Webpage Printouts • https://www.law360.corn/articles/726272/sex-offender-can-t-escape-malicious- prosecution-claim • https://www.pressreader.com/usa/new-york-post/20171005/281951723026328 • http://www.palmbeachdailynews.com/news/jeffrey-epstein-amends-lawsuit-claims- victims-attomey-threatened-depose-his-friends/MhBMGtDpW452t140FvWTtN/ • http://www.palmbeachdailynews.com/news/local/newest-lawsuit-against-epstein- expected-include-victim-testimony/CZI4s0ESb0oD4rib7njclhL/ • ht ://www.nvdailvnews.com/entertainment/gossip/billionaire-jeffrev-epstein-shells money-latest-sex-abuse-lawsuit-article-1.436147 • htto://www.cialmbeachpost.com/news/crime--law/billionaire-sex-offender-drops-suit- against-scott-rothstein-and-one-his-partners/Fzusj9yXeAMhC0uGoDig5IC/ • http://www.telegraph.co.uldnews/worldnews/northamerica/usa/8363169/Jeffrey-Epstein- kept-a-diary-of-his-under-aged-victims.html • http://www.palmbeachpost.com/news/crime--law/epstein-paid-three-women-million-end- underage-sex-lawsuits/8GEJk4YYa2X4ffig4HAoyJ/ • http://www.palmbeachdailynews.com/news/national/epstein-drops-claims-against- victims-attomey/kzSUXPWvYwOloXNzJWichO/ • http://www.dailymail.co.uk/news/article-2584882/Clinton-links-Andrews-billionaire- pervert-friend-Flight-logs-former-President-flew-ten-times-private-jet-visited-Caribbean- island.html • httos://www.buzzfeed.corn/kenbensinger/clinton-epstein- innuendo?utm term=.oeVGJ0nvYR#.xp2Mry2z7p 80 EFTA00601656 • http://www.dailymail.co.uk/news/article-2584882/Clinton-linIcs-Andrews-billionaire- pervert-friend-Flight-logs-former-President-flew-ten-times-private-jet-visited-Caribbean- island.html • http://www.palmbeachpost.com/news/crime--law/trial-date-set-for-lawsuit-against- billionaire-sex-offender-epstein/VJbBnxT9PK4AXkOmbLchBIC/ • http://www.telegraph.co.uldnews/uknews/theroyalfamily/8374911/Convicted- paedophile-Jeffrey-Epstein-is-facing-a-new-criminal-investigation-and-is-involved-in-a- civil-suit-with-a-lawyer.html • http://www.palmbeachdailynews.com/news/claim-epstein-filed-lawsuit-intimidate- attomey-edwards-prosecuting-sex-abuse-cases/OHR8O4HUTXDycz4u5nzYlK/ • http://www.abajournal.com/news/article/imprisoned_ex- attorney Scott rothstein other lawyers had some knowledge of / • https://www.scribd.com/document/253183256/JEFFREY-EPSTEIN-Plaintiff-vs-SCOTT- ROTHSTEIN-individually-and-BRADLEYJ-EDWARDS-individually • http://www.floridabulldog.org/tag/bradley-edwards/ • http://www.browardpalmbeach.com/content/printView/6456076 • https://www.pressreader.com/uk/the-scottish-mail-on- sunday/20150111/281861526883199 • https://www.slideshare.net/hypnoticwarning27/alan-dershowitzs-recurring-nightmare- accusations-of-involvement-in-sex-scandal-may-be-older-than-you-thought • https://www.sott.net/article/363729-Testimony-reveals-Jeffrey-Epstein-paid-5-5-million- to-settle-under-aee-sex-lawsuits-from-3-women • https://thegoldwater.corn/news/9157-Bil lionaire-Pedophi le-Epstei n-Paid-5-5-Mi llion-To- Settle-Lawsuits • http://absolutewrite.com/forums/archive/index.php/t-301224.html • http://www.ieyenews.com/wordpress/clinton-links-to-andrews-billionaire-pervert-friend/ • http://www.librarything.com/work/17344031/reviews/144834000 • https://books.google.com.qa/books?id=zOH- CwAAQBAJ&dq=Filthy-FRich:+A+Powerful+Billionaire&h1=en&sa=X&redir esc=y • http://www.palmbeachdailynews.com/news/crime—law/appellate-court-reverses-palm- beach-sex-offender-jeffrey-epstein-victory/FiP8z4b5cZdfstnX7Ma4LsLi • https://www.scribd.com/document/253183256/JEFFREY-EPSTEIN-Plaintiff-vs-SCOTT- ROTHSTEIN-individually-and-BRADLEYJ-EDWARDS-individually • http://law.justia.corn/cases/florida/fourth-district-court-of-appeal/2015/4414-2282.html • http://docplayer.net/4070674-Exhibit-c-epstein-vs-edwards-undisputed-statement-of- facts.html • http://amlawdaily.typepad.com/files/rothstein-complaint-Lpdf • https://archive.org/stream/ECFDOC160310567451/ECF DOC 1603 10567451 djvu.txt • https://docuri.com/download/httpsecifisbuscourtsmaindoc 59c1e084f5817101328699fbc plf • https://staticl.squarespace.com/static/5450513ce4b048855519f0da/t/582c6a82f3e2312e8 516861d/1479305871981/deposition-excerpts+PART+1.pdf • http://www.just ice-integrity.org/791-ken-starr-explai ns-his-help-for-billionaire-pervert- ieffrey-enstein • http://www.fairfaxunderground.corn/forurn/read/40/2524645.html 81 EFTA00601657 • https://www.yumpu.com/en/document/view/36896254/4dminfpkz/35 • https://www.pressreadencotn/usa/the-palm-beach-post/20170514/281483571306546 • https://lawnewz.cotn/uncateporized/president-trump-on-witness-list-in-case-involvinp- pedophile-billionaire-jeffrey-epstein/ • https://www.scribd.com/document/253183256/JEFFREY-EPSTEIN-Plaintiff-vs-SCOTT- ROTHSTEIN-individually-and-BRADLEYJ-EDWARDS-individually • http://www.dai lybusinessreview.com/id=1202782039591/Brad-Edwards-on-Survivinp- Rothstein-Battling-Epstein-and-Keeping-His-Cool • https://www.facebook.corn/NYPost/posts/10160794549655206 • https://www.reddit.com/r/conspiracy/comments/6Ioft5/trial_date_set_for_lawsuit_against billionaire/ • https://www.democraticunderground.com/10029390865 • https://www.pressreadencotn/usa/new-york-post/20171005/28 1951723026328 • https://www.courthousenews.com/dizzying-claims-against-disbarred-attomey/ • http://fullcontentdaily.corn/billionaire-pedophile-jeffrey-epstein-pays-5-million-to-settle- lawsuits.php • https://www.documentcloud.orp/documents/1508962-second-renewed-punitive-damapes- motion.html • https://casetext.com/case/in-re-rothstein-rosenfeldt-adler-8 • https://www.gpo.gov/fdsys/pkg/USCOURTS-flsd-0_11-cv-61338/pdf/USCOURTS-flsd- 0 11-cv-61338-9.pdf • http://www.freerepublic.corn/focus/f-bloggers/3243782/posts • http://anonhq.com/pedophile-paradise-bill-clinton-named-sleazy-sex-lawsuit/ • https://deeppoliticsforum.corn/forums/showthread.php?4290-Jeffrey- Epstein/pape3H.WdsJOFtSvP0 • https://able2know.org/topic/239435-1 • http://15thcircuit.co.palm-beach.fl.us/web/judge-hafele/divcalendar • http://ijr.corn/2015/01/227197-clinton-epstein-lawsuit/ • http://girlsjustwannahavegtms.corn/pedophile-paradise-lawsuit-against-jeffery-epstein- reveals-bill-clinton-visited-epsteins-orgies-mansion-multiple-times/ • https://www.yumpu.com/en/document/view/27314305/deposition-of-scott-rothstein-re- jeffrey-epstein-trustee-services • http://www.dailymail.co.uldnews/article-2584309/Bill-Clinton-identified-lawsuit-against- former-friend-pedophile-Jeffrey-Epstein-regular-orgies-Caribbean-compound-former- president-visited-multiple-times.html#ixzz3O4ASWW9r%20 • http://www.talkleft.corn/story/2015/1/14/14841/6438/media/Dershowitz-Supplements- His-Request-to-Intervene-in-Jane-Doe-Lawsuit • http://www.alecomm.com/child-protection-3/schools-covering-up-child-sexual- abusepaedophile-ring-in-adelaide-had-internatipnal-links-inouirv-into-response-to-child- sex-abuse-at-st-ann-s-hears/159-paedophilia/paedophiles-in-the-systern/1070-bill-clinton- identified-in-lawsuit-against-his-former-friend-and-pedophile-jeffrey-epstein-who-had- repular-orgies-at-his-caribbean-compound-that-the-former-president-visited-multiple- times • https://forum.davidicke.com/showthread.php?t=2227738cpage=3787 • http://www.rigorousintuition.ca/board2/viewtopic.php?f=88a=28969&start=30 82 EFTA00601658 • http://www.justice- integrity.org/index.php?option=com content&view=category&layout=blog&id=22 • http://www.talkleft.corn/story/2015/1/22/21188/0959/crimenews/Jane-Doe-3-Strikes- Back-at-Dershowitz • http://www.talkleft.corn/legal/denialsummaryjmtred.pdf • http://www.palmbeachdailynews.com/news/locallepstein-victims-complicit-not-truly- victims-government-says/Mwpo8twgVGdfSwB1L09KCK/ • ht ://sites.eve o.corn/news/world-news/97855-lawyer-for-prince-andrew-sex-slave- was-eiven-50-vears-iail.html • http://www.garyeto.corn/feed-items/just-an-ordinary-guy-lawyer-dishes-on-surviving- rothstein-battling-epstein/ • http://www.palmbeachdailynews.com/news/local/judge-grants-summary-judgment-for- epsteiniWYMIFvDwxoGBn7xd4IwaHO/ • http://www.nydailynews.corn/new-york/nyc-crime/jeffrey-epstein-attempt-hide-lawsuit- imploded-papers-article-1.2072581 • https://www.pressreader.com/search?query=Edwards&newspapers=8950&start=2015-1- 1 I &stop=2015-1-11&hideSimilar=0 • http://wwvv.iustice-inteRrity.orgffeb/830-ken-starr-explains-his-help-for-billionaire- pervert-jeffrey-epstein • http://theawarenesscenter.blogspot.qa/2006/07/case-of-jeffrey-epstein.html • http://articles.sun-sentinel.corn/2012-06-26/news/fl-scott-rothstein-ponzi-jeffrey-epstein- 20120626 1 confidential-legal-settlements-ponzi-schemer-scott-rothstein-largest- financial-fraud • http://aangirfan.blogspot.qa/2014/03/mossad-clinton-and-young-girls.html • http://radaronline.com/exclusives/2014/03/bill-clinton-sex-scandal-jeffrey-epstein/ • http://www.pacificpundit.corn/2014/03/25/bill-clinton-made-multiple-trips-fundraiser- jeffrey-epstein-private-island-underage-sex-slaves-used/ • https://abovethelaw.corn/2015/01/alan-dershowitzs-recurring-nightmare-accusations-of- involvement-in-sex-scandal-may-be-older-than-you-thought/ • https://cannonfire.blogspot.oa/2015/01/is-ieffrev-epstein-another-madoff.html • http://mondoweiss.net/2015/01/dershowitz-alleging-underage/comment-page-1/ • https://tabublog.com/2015/01/ • https://jonathanturley.org/2015/01/05/harvard-law-professor-dershowitz-threatens-utah- law-professor-cassell-with-disbarment-action/comment-page-5/ • http://www.floppingaces.net/2015/0 1 /05/bill-cl inton-caught-cavorting-with-a-pedophi le- is-there-more/ • http://nesaranews.blogspot.qa/search?updated-max=2015-01-05T17:21:00-05:00&max- results=10&start=117&by-date=false • https://seeker401.wordpress.corn/2015/01/06/j effrey-epstei ns-address-book-is-the-holy- grail-of-famous-names/ • http://www.gossipextra.corn/2015/01/07/alan-dershowitz-50871 • https://tabublog.com/2015/0 I /07/part-i-pedophiles-sex-slaves-and-u-s-presidents/ • https://www.forbes.com/sites/michaeficrauss/2015/01/13/alan-dershowitz-prince-andrew- and-paul-cassell-whos-the-victirnifi I 85032cal2lf 83 EFTA00601659 • https://www.forbes.cotn/sites/michaeficrauss/2015/01/13/alan-dershowitz-prince-andrew- and-paul-cassell-whos-the-victirriltifdef36d12116 • http://www.the5thestate.asia/2015/02/andrew-kreig-moralist-ken-starrhtml • https://abovethelaw.corn/2015/10/dersh-deposed-alan-dershowitz-accuses-former- federal-iudge-of-billion-dollar-extortion-scheme/ • http://www.4dca.org/calendar/briefs/Oct%202015/10-20-15/14- 2282%20Initial%20Brief.pdf • http://www.4dca.org/calendar/briefs/Oct%202015/10-20-15/14- 2282%20Renly%20Brief.pdf • https://www.veteranstoday.com/2016/11/05/who-will-the-rothschilds-and-the-oligarchs- pick-in-this-dazzling-election/ • http://www.floridabulldog.org/2017/03/trump-on-witness-list-lawsuit-pedophile/ • htto://themillenniumrenort.com/2017/03/pedozate-ieffrey-enstein-bill-clinton-orince- andrew-alan-dershowitz-and-ken-starr/ • http://www.law.cotn/sites/almstaff/2017/03/27/just-an-ordinary-guy-lawyer-dishes-on- surviving-rothstein-battling-epstein/ • https://peuplesobservateursblog.wordpress.corn/2017/05/23/macronleaks-pedogate- olivier-berggruen-financier-de-macron-membre-reseau-epstein-weinstein/ • http://www.gossipextra.corn/2017/08/30/alan-dershowitz-name-cleared-jeffrey-epstein- sex-slave-case-79158 • http://novaordemnews.blogspot.qa/2017/10/testimony-reveals-jeffrey-epstein-paid.html • http://www.gossipextra.corn/2017/10/04/jeffrey-epstein-paid-victims-millions-79822 • http://pagesix.com/2017/10/04/jeffrey-epstein-paid-5-5m-to-settle-lawsuits/ SimilarWeb Traffic Reports • SimilarWeb 15thcircuit.co.palm-beach.flus • SimilarWeb aangirfan.blogspot.qa • SimilarWeb able2know.org • SimilarWeb abovethelaw.com • SimilarWeb absolutewrite.com • SimilarWeb amlawdaily.tynevad.com • SimilarWeb anonhq.com • SimilarWeb archive.org • SimilarWeb articles.sun-sentinel.com • SimilarWeb books.google.com.qa • SimilarWeb cannonfire.blogspot.qa • SimilarWeb casetext.com • SimilarWeb deeppoliticsforum.com • SimilarWeb docplayer.net • SimilarWeb docuri.com • SimilarWeb forum.davidicke.com • SimilarWeb fullcontentdaily.com • SimilarWeb girlsjustwannahaveguns.com • SimilarWeb ijr.com 84 EFTA00601660 • SimilarWeb jonathanturley.org • SimilarWeb law.justia.com • SimilarWeb lawnewz.com • SimilarWeb mondoweiss.net • SimilarWeb nesaranews.blogspot.qa • SimilarWeb novaordemnews.blogspot.qa • SimilarWeb pagesix.com • SimilarWeb peuplesobservateursblog.wordpress.com • SimilarWeb radaronline.com • SimilarWeb seeker401.wordpress.com • SimilarWeb sites.eveyo.com • SimilarWeb staticl.squarespace.com • SimilarWeb tabublog.com • SimilarWeb theawarenesscenter.blogspot.qa • SimilarWeb thegoldwater.com • SimilarWeb themillenniumreport.com • SimilarWeb www.4dca.org • SimilarWeb www.abajournal.com • SimilarWeb www.alecomm.com • SimilarWeb www.browardpalmbeach.com • SimilarWeb www.buzzfeed.com • SimilarWeb www.courthousenews.com • SimilarWeb www.dailybusinessreview.com • SimilarWeb www.dailymail.co.uk • SimilarWeb www.democraticunderground.com • SimilarWeb www.documentcloud.org • SimilarWeb www.facebook.com • SimilarWeb www.fairfaxunderground.com • SimilarWeb www.floppingaces.net • SimilarWeb www.floridabulldog.org • SimilarWeb www.forbes.com • SimilarWeb www.freerepublic.com • SimilarWeb www.garyeto.com • SimilarWeb www.gossipextra.com • SimilarWeb www.gpo.gov • SimilarWeb www.ieyenews.com • SimilarWeb www.justice-integrity.org • SimilarWeb www.law.com • SimilarWeb www.law360.com • SimilarWeb www.librarything.com • SimilarWeb www.nydailynews.com • SimilarWeb www.pacificpundit.com • SimilarWeb www.palmbeachdailynews.com • SimilarWeb www.palmbeachpost.com 85 EFTA00601661 • SimilarWeb www.pressreader.com • SimilarWeb www.reddit.com • SimilarWeb www.rigorousintuition.ca • SimilarWeb www.scribd.com • SimilarWeb www.slideshare.net • SimilarWeb www.sott.net • SimilarWeb www.talkleft.com • SimilarWeb www.telegraph.co.uk • SimilarWeb www.the5thestate.asia • SimilarWeb www.veteranstoday.com • SimilarWeb www.yumpu.com 86 EFTA00601662 Appendix D Links to Articles Containing the Defaming Statements and Associated Domains Link Domain 15thcircuit.co.palm-beach.fl.us/web/judge-hafele/divcalendar 15thcircuit.co.palm- beach.fl.us aangirfan.blogspot.qa/2014/03/mossad-clinton-and-young-girls.html aangirfan.blogspot.qa able2know.org/topic/239435-1 able2know.org abovethelaw.corn/2015/0 1 /alan-dershowitzs-recurring-nightmare- accusations-of-involvement-in-sex-scandal-may-be-older-than-you- thought/ abovethelaw.com abovethelaw.corn/2015/10/dersh-deposed-alan-dershowitz-accuses- former-federal-judge-of-billion-dollar-extortion-scheme/ abovethelaw.com absolutewrite.corn/forums/archive/index.php/t-301224.html absolutewrite.com amlawdaily.typepad.com/files/rothstein-complaint-l.pdf amlawdaily.typepad.co m anonhq.corn/pedophile-paradise-bill-clinton-named-sleazy-sex- lawsuit/ anonhq.com archive.org/streatn/ECFDOC 160310567451/ECF DOC 1603 1056 7451 djvu.txt archive.org articles.sun-sentinel.com/2012-06-26/news/fl-scott-rothstein-ponzi- jeffrey-epstein-20120626_1_confidential-legal-settlements-ponzi- schemer-scott-rothstein-largest-financial-fraud articles.sun- sentinel.com books.google.com.qa/books?id=zOH- CwAAQBAJ&dq=Filthy-Fltich:+A+Powerful+Billionaire&h1=en&s a=X&redir esc=y books.google.com.qa cannonfire.blogspot.qa/2015/01/is-jeffrey-epstein-another- madoff.html cannonfire.blogspot.qa casetext.com casetext.com/case/in-re-rothstein-rosenfeldt-adler-8 deeppoliticsforum.corn/forums/showthread.php?4290-Jeffrey- Epstein/page3#.WdsJOFtSypo deeppoliticsforum.com docplayer.net/4070674-Exhibit-c-epstein-vs-edwards-undisputed- statement-of-facts.html docplayer.net docuritotn/download/httpsecifisbuscourtsmaindoc_59cle084f58171 0b28699fbc_pdf docuri.com forum.davidicke.corn/showthread.php7t=222773&page-3787 forum.davidicke.com fullcontentdaily.corn/billionaire-pedophile-jeffrey-epstein-pays-5- million-to-settle-lawsuits.php fullcontentdaily.com girlsjustwannahaveguns.corn/pedophile-paradise-lawsuit-against- jeffery-epstein-reveals-bill-clinton-visited-epsteins-orgies-mansion- multiple-times/ girlsjustwannahavegun s.com ijr.corn/2015/01/227197-clinton-epstein-lawsuit/ ijr.com jonathanturley.org/2015/01/05/harvard-law-professor-dershowitz- threatens-utah-law-professor-cassell-with-disbarment- action/comment-page-5/ jonathanturley.org 87 EFTA00601663 Link Domain law.justiatotn/cases/florida/fourth-district-court-of- appea1/2015/4d14-2282.html law.justia.com lawnewz.cotn/uncategorized/president-trump-on-witness-list-in- case-involving-pedophile-bill ionaire-jeffrey-epstein/ lawnewz.com mondoweiss.net/2015/01 /dershowitz-alleging-underage/comment- page-1/ mondoweiss.net nesaranews.blogspot.qa/search?updated-max=2015-01-05T17:21:00- 05:00&max-results=10&start=117&by-date=false nesaranews.blogspot.q a novaordemnews.blogspot.qa/2017/10/testimony-reveals-jeffrey- epstein-paid.html novaordemnews.blogs pot.qa pagesix.corn/2017/10/04/jeffrey-epstein-paid-5-5m4o-settle- lawsuits/ pagesix.com peuplesobservateursblog.wordpress.cotn/2017/05/23/macronleaks- pedogate-olivier-berggruen-financier-de-macron-membre-reseau- epstein-weinstein/ peuplesobservateursblo g.wordpress.com radaronline.cotn/exclusives/2014/03/bill-clinton-sex-scandal-jeffrey- epstein/ radaronline.com seeker401.wordpress.cotn/2015/01/06/jeffrey-epsteins-address-book- is-the-holy-grail-of-famous-names/ seeker401.wordpress.c om sites.eveyo.corn/news/world-news/97855-lawyer-for-prince-andrew- sex-slav was-given-50-years-jail.html sites.eveyo.com staticl.squarespace. corn/static/5450513 ce4b048855519f0da/t/582c6a 82 f5e2312e8516861d/1479305871981/deposition- excerpts+PART+1.pdf staticl.squarespace. co m tabublog.com/2015/01/ tabublog.com tabublog.cotn/2015/01/07/part-i-pedophiles-sex-slaves-and-u-s- presidents/ tabublog.com theawarenesscenter.blogspot.qa/2006/07/case-of-jeffrey-epstein.html theawarenesscenter.blo gspot.qa thegoldwater.corn/news/9157-Billionaire-Pedophi le-Epstein-Paid-5- 5-Million-To-Settle-Lawsuits thegoldwater.com themillenniumreport.com/2017/03/pedogate-jeffrey-epstein-bill- clinton-prince-andrew-alan-dershowitz-and-ken-starr/ themillenniumreport.c om www.4dca.org/calendar/briefs/Oct%202015/10-20-15/14- 2282%20Initial%20Brief.pdf www.4dca.org www.4dca.org/calendar/briefs/Oct%202015/10-20-15/14- 2282%20Reply%20Brief.pdf www.4dca.org www.abajournal.com/news/article/imprisoned_ex- attomey scott rothstein other lawyers had some knowledge of / www.abajournal.com www.alecomm.com/child-protection-3/schools-covering-up-child- sexual-abuse/paedophile-ring-in-adelaide-had-intemational-1 inks- inquiry-into-response-to-child-sex-abuse-at-st-ann-s-hears/159- paedophilia/paedophiles-in-the-system/1070-bill-clinton-identified- in-lawsuit-against-his-forrner-friend-and-pedophile-jeffrey-epstein- www.alecomm.com 88 EFTA00601664 Link Domain who-had-regular-orgies-at-his-caribbean-compound-that-the-former- president-visited-multiple-times www.browardpalmbeach.com/content/printView/6456076 www.browardpalmbea ch.com www.buzzfeed.comAcenbensinger/clinton-epstein- innuendo?utm term=.oeVGJ0nvYR#.xp2Mry2z7p www.buzzfeed.com www.courthousenews.com/dizzying-claims-against-disbarred- attorney/ www.courthousenews. corn www.dailybusinessreview.corrilid=120278203959 I /Brad-Edwards- on-Surviving-Rothstein-Battling-Epstein-and-Keeping-His-Cool www.dai lybusinessrevi ew.com www.dailymail.co.uk/news/article-2584309/Bill-Clinton-identffied- lawsuit-against-former-friend-pedophile-Jeffity-Epstein-regular- orgies-Caribbean-compound-forrner-president-visited-multiple- times.html#ix773O4ASWW9W020 www.dailymail.co.uk www.dailymail.co.uk/news/article-2584882/Clinton-links-Andrews- billionaire-pervert-friend-Flight-logs-former-President-flew-ten- times rivate-'et-visited-Caribbean-island.html www.dail ail.co.ulc www.dailymail.co.uk/news/article-2584882/Clinton-links-Andrews- billionaire-pervert-friend-Flight-logs-former-President-flew-ten- times-private-jet-visited-Caribbean-island.html www.dailymail.co.uk www.democraticunderground.com/10029390865 www.democraticunder ground.com www.documentcloud.org/documents/1508962-second-renewed- punitive-damages-motion.html www.documentcloud.o rg www.facebook.corri/NYPost/posts/10160794549655206 www.facebook.com www.fairfaxunderground.corn/forurn/read/40/2524645.html www.fairfaxundergrou nd.com www.floppingaces.net/2015/01/05/bill-cl inton-caught-cavorting- with-a-pedophile-is-there-more/ www.floppingaces.net www.floridabulldog.org/2017/03/trump-on-witness-list-lawsuit- pedophile/ www.floridabulldog.or g www.floridabulldog.org/tag/bradley-edwards/ www.floridabulldog.or g www.forbes.corn/sites/michaelkrauss/2015/01/13/alan-dershowitz- prince-andrew-and-paul-cassell-whos-the-victim/#185032cal2lf www.forbes.com www.forbes.corn/sites/michaelkrauss/2015/01/13/alan-dershowitz- prince-andrew-and-paul-cassell-whos-the-victim/#fdef56d121f6 www.forbes.com www.freerepublic.com/focus/f-bloggers/3243782/posts www.freerepublic.com www.garyeto.com/feed-items/just-an-ordinary-guy-lawyer-dishes- on-surviving-rothstein-battling-epstein/ www.garyeto.com www.gossipextra.corn/2015/01/07/alan-dershowitz-50871 www.gossipextra.com www.gossipextra.com/2017/08/30/alan-dershowitz-name-cleared- jeffrey-epstein-sex-slave-case-79158 www.gossipextra.com 89 EFTA00601665 Link Domain www.gossipextra.com/2017/10/04/jeffity-epstein-paid-victims- millions-79822 www.gossipextra.com www.gpo.gov/fdsys/pkg/USCOURTS-flsd-0_11-cv- 61338/pdf/USCOURTS-flsd-0 11-cv-61338-9.pdf www.gpo.gov wvvw.ieyenews.corn/wordpress/clinton-links-to-andrews-billionaire- pervert-friend/ www.ieyenews.com www.justice-integrity.org/791-ken-starr-explains-his-help-for- billionaire-pervert-jeffrey-epstein www.justice- integrity.org www.justice- integrity.org www.justice-integrity.orgffeb/830-ken-starr-explains-his-help-for- billionaire-pervert-jeffrey-epstein www.justice- integrity.org/index.php?option=com_content&view=category&layou t=blog&id=22 www.justice- integrity.org www.law.corn/sites/almstaff/2017/03/27/just-an-ordinary-guy- lawyer-dishes-on-surviving-rothstein-battling-epstein/ www.law.com www.law360.com/articles/726272/sex-offender-can-t-escape- malicious-prosecution-claim www.law360.com www.librarything.corn/work/17344031/reviews/144834000 www.librarything.com wvvw.nydailynews.com/entertainment/gossip/billionaire-jeffrey- epstein-shells-money-latest-sex-abuse-lawsuit-article-1.436147 www.nydailynews.co m www.nydailynews.corn/new-york/nyc-crime/jeffrey-epstein-attempt- hide-lawsuit-imploded-papers-article-1.2072581 www.nydailynews.co m www.pacificpundit.corn/2014/03/25/bill-clinton-made-multiple- trips-fundraiser-jeffity-epstein-private-island-underage-sex-slaves- used/ www.pacificpundit.co m www.palmbeachdailynews.corn/news/claim-epstein-filed-lawsuit- intimidate-attorney-edwards-prosecuting-sex-abuse- cases/OHR8Q4HUTXDycz4u5nzYlK/ www.palmbeachdailyn ews.com www.palmbeachdailynews.corn/news/crime--law/appellate-court- reverses-palm-beach-sex-offender-jeffity-epstein- victory/FiP8z4b5cZdfsmX7Ma4LsL/ www.palmbeachdailyn ews.com www.palmbeachdailynews.corn/news/jeffrey-epstein-amends- lawsuit-claims-victims-attorney-threatened-depose-his- friends/MhBMGtDpW452tI40FvWTtN/ www.palmbeachdailyn ews.com www.palmbeachdailynews.com/news/local/epstein-victims- complicit-not-truly-victims-government- says/Mwpo8twgVGdfSwBIL09KCK/ www.palmbeachdailyn ews.com www.palmbeachdailynews.com/news/local/judge-grants-summary- judgment-for-epstein/WYM1FvDwxoGBn7xd4IwaHO/ www.palmbeachdailyn ews.com wvvw.palmbeachdailynews.corn/news/local/newest-lawsuit-against- epstein-expected-include-victim- testimony/CZ 14s0ESb0Q4rib7njc IMJ www.palmbeachdailyn ews.com www.palmbeachdailynews.com/news/national/epstein-drops-claims- against-victims-attomey/kzSUXPWvYwQIgXNzJWichO/ www.palmbeachdailyn ews.com 90 EFTA00601666 Link Domain www.palmbeachpost.com/news/crime--law/billionaire-sex-offender- drops-suit-against-scott-rothstein-and-one-his- partners/Fzusj9yXeAMhC0uGoDig5IC/ www.palmbeachpost.c om www.palmbeachpost.corn/news/crime—law/epstein-paid-three- women-million-end-underage-sex- lawsuits/8GEJk4YYa2X4ffig4HAqyJ/ www.palmbeachpost.c om www.palmbeachpost.corn/news/crime--law/trial-date-set-for-lawsuit- against-billionaire-sex-offender- epsteinNJbBnxT9PK4AXk0mbLchBK/ www.palmbeachpost.c om www.pressreader.corn/search?querrEdwards&newspapers=89508ts tart=2015-1-11&stop=2015-1-118thideSimila www.pressreader.com www.pressreader.corn/u1c/the-scottish-mail-on- sunday/20150111/281861526883199 www.pressreader.com www.pressreader.com/usa/new-york- post/20171005/28195I723026328 www.pressreader.com www.pressreader.com/usa/new-york- post/20171005/28195I723026328 www.pressreader.com www.pressreader.com/usa/the-palm-beach- post/20170514/28I483571306546 www.pressreader.com www.reddit.com www.reddittotn/r/conspiracy/comments/61oft5/trial_date_set_for_la wsuit against billionaire/ www.rigorousintuition.ca/board2/viewtopic.php?f=8&t=28969&start =30 www.rigorousintuition. ca www.scribd.com/document/253183256/JEFFREY-EPSTEIN- Plaintiff-vs-SCOTT-ROTHSTEIN-individually-and-BRADLEYJ- EDWARDS-individually www.scribd.com www.scribd.corn/document/253183256/JEFFREY-EPSTEIN- Plaintiff-vs-SCOTT-ROTHSTEIN-individually-and-BRADLEYJ- EDWARDS-individually www.scribd.com www.scribd.corn/document/253183256/JEFFREY-EPSTEIN- Plaintiff-vs-SCOTT-ROTHSTEIN-individually-and-BRADLEYJ- EDWARDS-individually www.scribd.com www.slideshare.net/hypnoticwaming27/alan-dershowitzs-recurring- nightmare-accusations-of-involvement-in-sex-scandal-may-be-older- than-you-thought www.slideshare.net www.sott.net/article/363729-Testimony-reveals-Jeffrey-Epstein- paid-5-5-million-to-settle-under-age-sex-lawsuits-from-3-women www.sott.net www.talkleft.com/legal/denialsummaryjmtred.pdf www.talkleft.com www.talkleft.corn/story/2015/1/14/14841/6438/media/Dershowitz- Supplements-His-Request-to-Intervene-in-Jane-Doe-Lawsuit www.talkleft.com www.talkleft.corn/story/2015/1/22/21188/0959/crimenews/Jane- Doe-3-Strikes-Back-at-Dershowitz www.talkleft.com www.telegraph.co.uk/news/uknews/theroyalfamily/8374911/Convict ed-paedophile-Jeffrey-Epstein-is-facing-a-new-criminal- investigation-and-is-involved-in-a-civil-suit-with-a-lawyer.html www.telegraph.co.uk 91 EFTA00601667 Link Domain www.telegraph.co.uk/news/worldnews/northamerica/usa/8363169/ile ffrey-Epstein-kept-a-diary-of-his-under-aged-victims.html www.telegraph.co.uk www.the5thestate.asia/2015/02/andrew-kreig-moralist-ken-starr.html www.the5thestate.asia www.veteranstoday.corn/2016/11/05/who-will-the-rothschilds-and- the-oligarchs-pick-in-this-dazzling-election/ www.veteranstoday.co m www.yumpu.corn/en/document/view/27314305/deposition-of-scott- rothstein-re-jeffrey-epstein-trustee-services www.yumpu.com www.yumpu.corn/en/document/view/36896254/4dminfplaJ35 www.yumpu.com 92 EFTA00601668 Appendix E Some of the many links to the book, Filthy Rich: A Powerful Billionaire, the Sex Scandal that Undid Him, and All the Justice that Money Can Buy: The Shocking True Story of Jeffrey Epstein by James Patterson (Author), John Connolly (Author) • https://www.amazon.corn/dp/B0IEFL9BMC/ref=dp-kindle- redirect? encoding—UTF8&btkr=1 • https://www.goodreads.corn/book/show/28501552-filthy-rich • https://www.bamesandnoble.com/w/filthy-rich-james- patterson/1123863479?tvpe=eBook#/ • http://www.nyjournalofbooks.corn/book-review/filthy-rich-powerful • https://www.bookreporter.corn/content/editorial-content-for-filthy-rich-a-powerful- billionaire-the-sex-scandal-that-undid-him-and- • https://itunes.apple.com/us/audiobook/filthy-rich-powerful-billionaire-sex-scandal-that- undid/id1152270667 • https://www.audiobooks.com/audiobook/filthy-rich-a-powerful-billionaire-the-sex- scandal-that-undid-him-and-all-the-justice-that-money-can-buy-the-shocking-true-story- of-jeffrey-epstein/272586 • http://www.strandbooks.corn/crime-1/filthy-rich-a-powerful-billionaire-the-sex-scandal- that-undid-him-and-all-the-justice-that-money-can-buy-the-shocking-true-story-of- ieffrev-epstein-03 16274054 • https://www.walmart.com/ip/Filthy-Rich/50552702 • https://www.walmart.corn/ip/Filthy-Rich/56021179 • https://www.thedailybeast.com/crime-writer-james-patterson-is-obsessed-with-jeffrey- epsteins-penis • https://www.amazon.ca/Filthy-Rich-Powerful-Billionaire-ShockinWdp/03 16274054 • http://kickasspoliticspreviewl.libsvn.corn/author-james-patterson-on-the-shocking-tale- of-billionaire-pedophile-jeffrey-epstein • https://www.ispotiv/ati/AEt4/james-patterson-filthy-rich-throw-the-book • https://www.inquisitr.com/3590832/hillary-clinton-bill-exposed-secret-connection- billionaire-sex-perv-jeffrey-enstein-political-news/ • http://americanlookout.corn/jpb-bill-clintons-friendship-with-pedophi le-billionaire-to-be- exposed-in-tell-all-book-out-before-the-election/ • http://www.ebay.com.auThrn/FILTHY-RICH-PATTERSON-JAMES-CONNOLLY- JOHN-CON-MALLOY-TIMOTHY-CON- NE/192248712306? trkparms=aid%3D222007%26algo%3DSIM.MBE%26ao%3D2%26 asc° 3D47324° 26meid° 3D6699dba45c2 469f8c5678021f1 f2187° 26 id° 3D 100623 %26rk%3D1%26rkt%3D1%26sd%3D292253278537& trksid=p2047675.c100623.m-1 • http://nvpost.corn/2016/10/09/the-sex-slave-scandal-that-exposed-pedophile-billionaire- ieffrev-epstein/ • https://www.usatoday.corn/story/life/books/2016/10/10/filthy-rich-jeffrey-epstein-james- patterson-book-review/91605266/ • https://garabrandtreviews.wordpress.corn/2016/10/30/filthy-rich-james-patterson-and- iohn-connollv/ 93 EFTA00601669