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Nan, D., Sun, S., Jansen, B. J., Kim, J. H. (2023) Beyond Avatar Coolness: Exploring the Effects of Avatar Attributes on Continuance Intention to Play Massively Multiplayer Online Role-Playing Games, International Journal of Human–Computer Interaction, DOI: 10.1080/10447318.2023.2278941

Guan, K., Salminen, J. Jung, S.G., and Jansen, B. J. (2023) Leveraging Personas for Social Impact: A Review of Their Applications to Social Good in Design. International Journal of Human-Computer Interaction. DOI: 10.1080/10447318.2023.2247568

Şengün, S., Santos, J. M., Salminen, J., Milenkovic, M., and Jansen, B. J. (2023). Is Death Only the Beginning? How People Mourn Artificial Characters in Social Media. Games and Culture, 0(0). https://doi.org/10.1177/15554120231190195

Salminen, J., Santos, J., Jung, S.G., and Jansen, B. J. (2023) How Does an Imaginary Persona’s Attractiveness Affect Designers’ Perceptions and IT Solutions? An Experimental Study on Users’ Remote Working Needs. Information Technology and People. 36( 8), p. 196-225. https://doi.org/10.1108/ITP-09-2022-0729

Salminen, J., Mustak, M., Sufyan, M., and Jansen, B. J. (2023) How can algorithms help in segmenting users and customers? A systematic review and research agenda for algorithmic customer segmentation. Journal of Marketing Analytics. https://doi.org/10.1057/s41270-023-00235-5

​Jansen, B. J., Jung, S.G., and Salminen, J. (2023) Employing Large Language Models in Survey Research. Natural Language Processing Journal. 4, 100020.

Kaate, I., Salminen, J., Santos, J., Olkkonen, R., Jung, S.G., and Jansen, B. J. (2023) The Realness of Fakes: Primary Evidence of the Effect of Deepfake Personas on User Perceptions in a Design Task. International Journal of Human Computer Studies. 178, Article 103096.
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Jansen, B. J., Jung, S.G., and Salminen, J. (2023) Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels, Information Systems Frontiers. https://doi.org/10.1007/s10796-023-10395-5

Al-Thani H., Jansen B .J., Elsayed T. (2023) ECAsT: a large dataset for conversational search and an evaluation of metric robustness. PeerJ Computer Science 9:e1328 https://doi.org/10.7717/peerj-cs.1328

Thirumuruganathan, S., Al Emadi, N., Jung, S.G., Salminen, J., Ramirez Robillos, D., and Jansen, B. J.  (2023) Will They Take This Offer? A Machine Learning Price Elasticity Model for Predicting Upselling Acceptance of Premium Airline Seating. Information & Management, 60(3), 103759.

Salminen, J., Jansen, B. J., and Mustak, M. (2023) How Feature Changes of a Dominant Ad Platform Shape Advertisers’ Human Agency. International Journal of Electronic Commerce. 27 (1), 3-35. DOI: 10.1080/10864415.2022.2158594

Salminen, J., Sayed Kamel, A.M., Jung, S.G., Mustak, M. and Jansen, B. J. (2022) Fair compensation of crowdsourcing work: the problem of flat rates. Behaviour & Information Technology, 27 (1), 3-35.DOI: 10.1080/0144929X.2022.2150564

Al-Thani, H., Elsaye, T., and Jansen, B. J. (2022) Improving conversational search with query reformulation using selective contextual history. Data and Information Management.

Salminen, J., Jung, S.G., Kamel, A., Froneman, W., and Jansen, B. J. (2022) Who is in the sample? An analysis of real and surrogate users as participants in user study research in the information technology fields. PeerJ Computer Science. 8:e1136 https://doi.org/10.7717/peerj-cs.1136

Jansen, B. J., Salminen, J., Jung, S.G., and Almerekhi, H. (2022) The Illusion of Data Validity: Why Numbers About People Are Likely Wrong. Data and Information Management. 6(4), 100020.

​Salminen, J. O., Nielsen, L., Bahloul, M., Jørgensen, R.G., Santos, J. M., Jung, S.G., and Jansen, B. J. (2022). Persona Preparedness: A Survey Instrument for Measuring the Organizational Readiness for Deploying Personas. Information Technology and Management.

​Salminen, J., Jung, S.G., Nielsen, L., Şengün, S., and Jansen, B. J. (2022) How does varying the number of personas affect user perceptions and behavior? Challenging the ‘small personas’ hypothesis!. International Journal of Human-Computer Studies, 168, 102915.

Almerekhi, H, Kwak, H, and Jansen, B. J. (2022) PROVOKE: Toxicity trigger detection in conversations from the top 100 subreddits. Data and Information Management. 100019​.

Almerekhi, H, Kwak, H, and Jansen, B. J. (2022) Investigating toxicity changes of cross-community redditors from 2 billion posts and comments. PeerJ Computer Science. 8:e1059 https://doi.org/10.7717/peerj-cs.1059

Salminen, J. O., Chhirang, K., Jung, S.G., Thirumuruganathan, S., Guan, K. W., and​ Jansen, B. J. (2022) Big Data, Small Personas: How Algorithms Shape the Demographic Representation of Data-Driven User Segments. Big Data. 10(4), 313–336. https://doi.org/10.1089/big.2021.0177

Jansen, B. J., Jung, S.G., and Salminen, J. (2022) Measuring user interactions with websites: A comparison of two industry standard analytics approaches using data of 86 websites. PLoS ONE. 17(5): e0268212. https://doi.org/10.1371/journal.pone.0268212

Yang, Y., Zhao; K., Zeng, D., and Jansen, B. J. (2022) Time-varying Effects of Search Engine Advertising on Sales-An Empirical Investigation in eCommerce. Decision Support Systems. 113843. 

Salminen, J., Mustak, M., Corporan, J., Jung, S., & Jansen, B. J. (2022). Detecting Pain Points from User-Generated Social Media Posts Using Machine Learning. Journal of Interactive Marketing. 57(3) https://doi.org/10.1177/10949968221095556

Jansen, B. J., Jung, S. G., Nielsen, L., Guan, K., & Salminen, J. (2022). Strengths and Weaknesses of Three Common Approaches for the Creation of Personas: Strategies and Opportunities for Practical Employment. Pacific Asia Journal of the Association for Information Systems. 4(3), Article 1.

Mukherjee, P. and Jansen, B. J. (2022) Analysis of Formality in Second Screen Postings for Television Broadcast of In-Real Life Events. The Journal of Communication and Media Studies. 7 (2): 47-68. doi:10.18848/2470-9247/CGP/v07i02/47-68.

​​Aldous, K, An, J, and Jansen, B. J. (2022) Measuring 9 emotions of news posts from 8 news organizations across 4 social media platforms for 8 months. ACM Transactions on Social Computing.  4(4), Article 15.

Aldous, K, An, J, and Jansen, B. J. (2022) What Really Matters?: Characterizing and Predicting User Engagement of News Postings Using Multiple Platforms, Sentiments, and Topics. Behaviour & Information Technology. https://doi.org/10.1080/0144929X.2022.2030798​ 

Şengün, S., Santos, J. M., Salminen, J., Jung, S. G., and Jansen, B. J. (2022) Do players communicate differently depending on the champion played? Exploring the Proteus effect in League of Legends. Technological Forecasting & Social Change. 177, Article 121556. 

Salminen, J., Şengün, S., Santos, J. M., Jung, S. G., and Jansen, B. J. (2022) Can Unhappy Pictures Enhance the Effect of Personas? A User Experiment. ACM Transactions on Computer-Human Interaction. 29(2), Article 14.

Salminen, J., Kandpal, C., Kamal, A. M., Jung, S. G., and Jansen, B. J. (2022) Creating and Detecting Fake Reviews of Online Products. Journal of Retailing and Consumer Services.  64, Article 102771.

Salminen, J., Jung, S.G., Kamel, A. M., Santos, J. M., Kwak, H., An, J., and Jansen, B. J. (2022) Using Artificially Generated Pictures in Customer-facing Systems: An Evaluation Study with Data-Driven Personas. Behaviour & Information Technology. 41:5, 905-921. DOI:10.1080/0144929X.2020.1838610 

Marzouk, O., Salminen, J., Zhang, P., and Jansen, B. J. (2022) Which Message? Which Channel? Which Customer?: Exploring Response Rates in Multi-Channel Marketing Using Short Form Advertising. Data and Information Management. 6(1): 100008.
 
Salminen, J., Jung, S. G., Santos, J. M., and Jansen, B. J. (2021) Toxic Text in Personas: An Experiment on User Perceptions. AIS Transactions on Human-Computer Interaction. 13(4), Paper 4.

​​Salminen, J. O., Jung, S.G., and Jansen, B. J. (2021) Are Data-Driven Personas Considered Harmful?: Diversifying user understandings with more than algorithms. Persona Studies, 7(1), 48–63. https://doi.org/10.21153/psj2021vol7no1art1236

Jansen, B. J., Jung, S.G., Chowdhury, S., and Salminen, J. (2021) The Effect of Hyperparameter Selection on the Personification of Customer Population Data. International Journal of Electrical and Computer Engineering Research, 1(2), 1-12. https://ijecer.org/ijecer/article/view/31

Jansen, B. J., Jung, S.G., Ramirez Robillos, D., and Salminen, J. (2021) Too Few, Too Many, Just Right: Creating the Necessary Number of Segments for Large Online Customer Populations. Electronic Commerce Research and Applications, 49, Article 101083.

​Jansen, B. J., Jung, S.G., Chowdhury, S., and Salminen, J. (2021) Persona Analytics: Analyzing the stability of online segments and content interests over time using non-negative matrix factorization. Expert Systems with Applications, 185, Article 115611.

Salminen, J., Guan, K., Jung, S. G., and Jansen, B. J. (2021) A Survey of 15 Years of Data-Driven Persona Development, International Journal of Human-Computer Interaction. DOI: 10.1080/10447318.2021.1908670

Salminen, J., Jung, S.G., Chowdhury, S., Ramirez Robillos, D., and Jansen, B. J. (2021) The Ability of Personas: An Empirical Evaluation of Altering Incorrect Preconceptions About Users, International Journal of Human-Computer Studies, 152, Article 102645. 
https://doi.org/10.1016/j.ijhcs.2021.102645

Yang, Y., Feng, B., Salminen, J., and Jansen, B.J. (2021) Optimal advertising for a generalized Vidale–Wolfe response model. Electronic Commerce Research, 1-31. https://doi.org/10.1007/s10660-021-09468-x

Thirumuruganathan, S., Salminen, J., Jung, S. G., Ramirez Robillos, D., and Jansen, B. J. (2021) Forecasting the Nearly Unforecastable: Why Aren’t Airline Bookings Adhering to the Prediction Algorithm?, Electronic Commerce Research. 21, 73–100 https://doi.org/10.1007/s10660-021-09457-0

Salminen, J., Kaate, I., Sayed Kamel, A., Jung, S.G., and Jansen, B. J. (2021) How Does Personification Impact Ad Performance and Empathy? An Experiment with Online Advertising, International Journal of Human–Computer Interaction, 37:2, 141-155, DOI: 10.1080/10447318.2020.1809246 

Jansen, B. J., Salminen, J. O., & Jung, S. (2020). Making Meaningful User Segments from Datasets Using Product Dissemination and Product Impact. Data and Information Management. doi: https://doi.org/10.2478/dim-2020-0048

Mukherjee, P. and Jansen, B. J. (2020) Influence of Social Media Attitude in Cross Screen Conversation. Procedia Computer Science. 168, 129–138.

Salminen, J., Santos, J. M., Kwak, H., An, J., Jung, S.G., and Jansen, B. J. (2020) Persona Perception Scale: Development and Exploratory Validation of an Instrument for Evaluating Individuals' Perceptions of Personas. International Journal of Human-Computer Studies, (141), Article 102437. 

Jansen, B. J., Salminen, J., and Jung, S.G. (2020) Data-Driven Personas for Enhanced User Understanding: Combining Empathy with Rationality for Better Insights to Analytics. Data and Information Management. 4(1), 1-17. https://content.sciendo.com/view/journals/dim/4/1/article-p1.xml

Salminen, J., Santos, J., Jung, S. G., Eslami, M. and Jansen, B. J. (2020) Persona Transparency: Analyzing the Impact of Explanations on Perceptions of Data-Driven Personas. International Journal of Human-Computer Interaction, 36(8), 788-800.

Salminen, J., Santos, J., Jung, S. G., and Jansen, B. J. (2020) Does a Smile Matter if the Person Is Not Real?: The Effect of a Smile and Stock Photos on Persona Perceptions. International Journal of Human-Computer Interaction, 36(6), 568-590.

Salminen J., Sengün S., Corporan, J., Jung S.G., and Jansen, B. J. (2020) Topic-driven toxicity: Exploring the relationship between online toxicity and news topics. PLoS ONE 15(2): e0228723. https://doi.org/10.1371/journal.pone.0228723 

Rantanen, A., Salminen, J., Ginter, F., and Jansen, B. J. (2020) Classifying Online Corporate Reputation with Machine Learning: A Study in the Banking Domain. Internet Research. (30)1, 45-66.

Salminen, J., Hopf, M., Chowdhury, S.A, Jung, S.G., Almerekhi, H., and Jansen, B. J. (2020) Developing an online hate classifier for multiple social media platforms. Human-centric Computing and Information Sciences 10, Article 1 (2020) doi:10.1186/s13673-019-0205-6

Waqas A, Salminen J, Jung, S.G., Almerekhi H, Jansen B.J. (2019) Mapping online hate: A scientometric analysis on research trends and hotspots in research on online hate. PLoS ONE 14(9): e0222194. https://doi.org/10.1371/journal.pone.0222194

Yoganathan, V., Salminen, J., Jansen, B. J. and Jung. S.G. (2019) Machine learning approach to auto-tagging online content for better customer value: A comparative analysis between methods and content type. Journal of Business Research. 101 (2019), 203–217. 

Salminen, J., Jung, S.G., An, J., Kwak, H., Nielsen, L., and Jansen, B. J. (2019) Confusion and Information Triggered by Photos in Persona Profiles. International Journal of Human-Computer Studies. 129 (2019), 1-14.

Yang, Y., Jansen, B. J. Yang, Y., Guo, X., Zeng, D. (2019) Keyword Optimization in Sponsored Search Advertising: A Multi-Level Computational Framework. IEEE Intelligence Systems. 34(1), 32-42.

Mukherjee, P. and Jansen, B. J. (2019) Analyzing Attitude in Social Media Messages. IEEE Intelligence Systems. 33 (6), 27-35

Salminen, J., Kwak, H., An, J., Jung, S.G., and Jansen, B. J. (2018) Are personas done? Evaluating their usefulness in the age of digital analytics. Persona Studies. 4, 2, 47-65.

An, J., Kwak, H., Salminen, J., Jung, S.G., and Jansen, B. J. (2018) Imaginary People Representing Real Numbers: Generating Personas from Online Social Media Data. ACM Transactions on the Web. 12, 4, Article 27.

An, J., Kwak, H., Salminen, J., Jung, S.G., and Jansen, B. J. (2018) Customer segmentation using online platforms: isolating behavioral and demographic segments for persona creation via aggregated user data. Social Network Analysis and Mining. 8(1), 54.

Yang, Y., Li, X., Zeng, D., and Jansen, B. J. (2018) Aggregate effects of advertising decisions: a complex systems look at search engine advertising via an experimental study. Internet Research. 28(4), 1079-1102.

Liu, Z., and Jansen, B.J. (2018) Predicting the Response Rate in Social Question and Answering on Sino Weibo. Information Processing & Management. 54(2), 159–174.

Mukherjee, P. and Jansen, B. J. (2017) Conversing and Searching: The Causal Relationship between Social Media and Web Search. Internet Research. 27(5), 1209-1226.

​​​Clarke, T. and Jansen, B. J. (2017) Conversion potential: A metric for evaluating search engine advertising performance. Journal of Research in 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 Accuracy, Social, and Knowledge Information Seeking Posts in Social Question and Answering. Journal of the Association for Information Science and Technology. 68(2), 333–347.

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(3), 518-534.

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 Processing & 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, L, 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, L, Jansen, B. J., Mattila, A. S. (2012) A Branding Model for Web Search Engines. International Journal 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.

Zhang, M., Jansen, B. J., and Chowdhury, A. (2011) Business Engagement 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: http://aisel.aisnet.org/cais/vol27/iss1/6 

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.

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.

Jansen, B. J., Zhang, M., and Schultz, C. (2009). Brand and its effect on user perception of search engine 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. L., 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, L., 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.

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. 

Jansen, B. J. (2008) Searching for digital Images on the Web, Journal of Documentation. 64(1), 81-101.

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.

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. 

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.

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.

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/pornographic 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 patterns 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.

Jansen, B. J. and Spink, A. (2005) How are we searching the World Wide Web? An analysis of nine search engine transaction logs, Information Processing & Management. 42(1), 248-263.

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 AltaVista Web Searching, Journal of the American Society for Information Science and Technology. 56(6), 559-570.

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, Journal of the American Society for Information Science and Technology. 52(12), 1073-1074.

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.

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.

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). ​https://firstmonday.org/ojs/index.php/fm/article/view/517/438

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Refereed Conference Proceedings          Go to menu ...

Azem, J. Y., Salminen, J., Jung, S.G., and Jansen, B. J. (2023) Measuring Engagement Through Remote Interactions of Customers: Introducing METRIC, 2023 International Symposium on Networks, Computers and Communications (ISNCC), Doha, Qatar, 2023, pp. 1-7, doi: 10.1109/ISNCC58260.2023.10323669

Kaate, I., Salminen, J., Jung, S.G., Almerekhi, H., and Jansen, B. J. (2023). How Do Users Perceive Deepfake Personas? Investigating the Deepfake User Perception and Its Implications for Human-Computer Interaction. In Proceedings of the 15th Biannual Conference of the Italian SIGCHI Chapter (CHItaly '23), Article 4, 1–12. https://doi.org/10.1145/3605390.3605397

Salminen, J., Jung, S.G., Almerekhi, H., Cambria, E., and Jansen, B. J. (2023) How Could Natural Language Processing Help Address Grand Challenges of Quantitative User Personas. In: Stephanidis C. et al. (eds) HCI International 2021. HCII 2023. Lecture Notes in Computer Science.

Salminen, J., Sengun, S., Santos, J. Jung, S.G., Nielsen, L., and Jansen, B. J.  (2023) The Choice of a Persona: An Inductive Analysis of Why Stakeholders Choose a Given Persona for a Design Tasks. In: Stephanidis C. et al. (eds) HCI International 2021 - Late Breaking Papers: Design and User Experience. HCII 2023. Lecture Notes in Computer Science. 

Kaate, I., Salminen, J., Olkkonen, R. and Jansen, B. J. (2023) How Can Intelligent Persona Features Support Online Advertising Work?. ACHI 2023 The Sixteenth International Conference on Advances in Computer-Human Interaction (ACHI 2023), 24-28 April 2023, Venice, Italy, p. 65-67.

Salminen, J., Jung, S.G., and Jansen, B. J. (2022) Intentionally Biasing User Representation?: Investigating the Pros and Cons of Removing Toxic Quotes from Social Media Personas. NordiCHI 2022, 10-12 October 2022, Aarhus University, Denmark. Article No.: 10.
 
Salminen, J., Jung, S.G., and Jansen, B. J. (2022) Creating More Personas Improves Representation of Demographically Diverse Populations: Implications Towards Interactive Persona Systems. NordiCHI 2022, 10-12 October 2022, Aarhus University, Denmark. Article No.: 12.
 
Salminen, J., Jung, S.G., and Jansen, B. J. (2022) Persona Analytics: a pathway to persona science. In CN Chapman, KZ Xu, M Callegaro, F Gao, and M Cipollone, eds. (2022). Proceedings of the 2022 Quantitative User Experience Conference (Quant UX Con). June 2022, Sunnyvale, CA.

Jung, S.G., Salminen, J. and Jansen, B. J. (2022) Survey2Persona: Rendering Survey Responses as Personas. UMAP '22 Adjunct: Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization, 4-7 July, Barcelona (Spain), p. 67–73. 

Salminen, J., Mustak, M., Rizun, N., Revina, A., Nikiforova, A., Almerekhi, H., Jung, S.G., and Jansen, B. J. (2022) Integrating AI into Customer Service: Improving the Actionability of Customer Feedback Analysis Using Machine Learning, AIRSI2022 Technologies 4.0 in Tourism, Services, & Marketing, 11-13 July 2022. (Virtual).

Jung, S.G., Salminen, J. and Jansen, B. J. (2022) The Effect of Hiding the Count of Dislikes on the Use of the YouTube Like and Dislike Features. ACM Web Science Conference, 26–29 June, Barcelona, Spain, p. 202–207. https://doi.org/10.1145/3501247.3531546 

Jung, S.G., Salminen, J. and Jansen, B. J. (2022) Engineers, Aware! Commercial Tools Disagree on Social Media Sentiment, ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS22), 21-24 June. Sophia Antipolis, France. Article 153. 
 
Salminen, J., Guan, K., Jung, S.G., and Jansen, B. J. (2022) Use Cases for Design Personas: A Systematic Review and New Frontiers. 2022 ACM Conference on Human Factors in Computing Systems (CHI'22). 30 April – 6 May. New Orleans, USA. Article 543. 

​Jung, S.G., Salminen, J. and Jansen, B. J. (2022) Developing Persona Analytics Towards Persona Science. 27th Annual Conference on Intelligent User Interfaces. 22-25 March. Helsinki, Finland. p. 323-344.

Pirilä, T., Salminen, J., Osburg, V.S., Yoganathan, Y. and Jansen, B. J. (2022) The Role of Technical and Process Quality of Chatbots: A Case Study from the Insurance Industry. 55th Annual Hawaii International Conference on System Sciences (HICSS 2022), 4-7 June. Koloa, Hawaii, United States.
 
Salminen, J., Salenius, T., and Jansen. B. J. (2021) SiloSolver: Algorithm for Aggregating Siloed Customer Segments in Facebook Ads Campaigns. The International Conference on Intelligent Data Science Technologies and Applications (IDSTA2021), 15-17 November. Tartu, Estonia. p. 1-5.
 
Jansen, B. J., Jung, S.G., Ramirez Robillos, D., and Salminen, J. (2021) Next Likely Behavior: Predicting Individual Actions from Aggregate User Behaviors. The International Conference on Intelligent Data Science Technologies and Applications (IDSTA2021), 15-17 November. Tartu, Estonia. p. 1-6. 
  
Salminen, J., Milenkovic, M., Şengün, S., Jung, S.G., and Jansen, B. J. (2021) Weaponizing Words: An Analysis of User-Generated Fake News Accusations Against an Online News Organization. The 8th International Conference on Behavioural and Social Computing 2021 (BESC2021), Doha, Qatar. 29-31 October. pp. 1-7, doi: 10.1109/BESC53957.2021.9635436.
 
Salminen, J., Linarez, M. J., Jung, S.G., and Jansen, B. J. (2021) Online Hate Detection Systems: Challenges and Action Points for Developers, Data Scientists, and Researchers. The 8th International Conference on Behavioural and Social Computing 2021 (BESC2021), Doha, Qatar. 29-31 October. pp. 1-7, doi: 10.1109/BESC53957.2021.9635377.
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Salminen, J., Jung, S.G., and Jansen, B. J (2021) Manual and Automatic Methods for User Needs Detection in Requirements Engineering: Key Concepts and Challenges. The International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME2021). 7-8 October. Mauritius. p. 1-7.

​Nielsen, L., Salminen, J., Jung, S.G., and Jansen, B. J. (2021) Think-Aloud Surveys - A Method for Eliciting Enhanced Insights During User Studies, INTERACT 2021 18th IFIP TC13 International Conference on Human–Computer Interaction. 30 Aug. - 3 Sept. Bari, Italy.

​Salminen, J., Chhirang, K., Jung, S.G., and Jansen, B. J. (2021) Helping Professionals Select Persona Interview Questions Using Natural Language Processing, INTERACT 2021 18th IFIP TC13 International Conference on Human–Computer Interaction. 30 Aug. - 3 Sept. Bari, Italy.

Salminen, J., Corporan, J., Jung, S.G., and Jansen, B. J. (2021) Taking Back Control of Social Media Feeds with Take Back Control. International Conference on INnovations in Intelligent SysTems and Applications 2021 (INISTA2021), Kocaeli, Turkey. 25-27 August.

Salminen J., Jung S., and Jansen B.J. (2021) Suggestions for Online User Studies. In: Stephanidis C. et al. (eds) HCI International 2021 - Late Breaking Papers: Design and User Experience. HCII 2021. Lecture Notes in Computer Science, vol. 13094. pp 127-146. https://doi.org/10.1007/978-3-030-90238-4_11

Salminen, J., Sercan, S., Jung, S.G., and Jansen, B. J. (2021) Comparing Persona Analytics and Social Media Analytics for a User-Centric Task Using Eye-Tracking and Think-Aloud. CHItaly2021, 11-13 July 2021, Remote via Internet & ​Bozen-Bolzano, Italy.

Salminen, J., Kamel, A., Jung, S.G., and Jansen, B. J. (2021) The Problem of Majority Voting in Crowdsourcing with Binary Classes. The 19th European Conference on Computer-Supported Cooperative Work, 7-11 June, 2021 Remote via Internet & Zurich, Switzerland.
 
Salminen, J., Jung, S.G., and Jansen, B. J. (2021) Demo: Implementing Eye-Tracking for Persona Analytics, ACM Symposium on Eye Tracking Research & Applications (ETRA2021) 25-29 May, Virtual Event.

​​Salminen, J., Jung, S.G., Santos, J., Kamel, A. M., and Jansen, B. J. (2021) Picturing It!: The Effect of Image Styles on User Perceptions of Personas. ACM CHI Conference on Human Factors in Computing Systems (CHI2021), Yokohama, Japan. 8-13 May. Article No.: 430.

Jung, S.G., Salminen, J., and Jansen, B. J. (2021) Persona Analytics: Implementing Mouse-tracking for an Interactive Persona System. ACM CHI Conference on Human Factors in Computing Systems (CHI2021), Yokohama, Japan. 8-13 May. Article No.: 342.
 
Salminen, J., Jung, S.G., Chhirang, K., and Jansen, B. J. (2021) Instilling Knowledge Claims of Personas from 346 Research Articles. ACM CHI Conference on Human Factors in Computing Systems (CHI2021), Yokohama, Japan. 8-13 May. Article No.: 450.
 
Salminen, J., Nielsen, L., Jung, S.G., and Jansen, B. J. (2021) Towards a Measurement Scale of Organizational Readiness for Personas. ACM CHI Conference on Human Factors in Computing Systems (CHI2021), Yokohama, Japan. 8-13 May. Article No.: 384.
 
​Jung, S.G., Salminen, J., and Jansen, B. J. (2021) All About the Name: Assigning Demographically Appropriate Names to Data-Driven Entities. 54th Annual Hawaii International Conference on System Sciences (HICSS 2021) Koloa, Hawaii, United States. 5-8 Jan. 2021. p. 4034-4042
 
Jansen, B. J., Jung, S.G., Salminen, J., Nielsen, L., and Guan, K.W. (2021) Strengths and Weaknesses of Persona Creation Methods: Guidelines for Novice and Experienced Users. 54th Annual Hawaii International Conference on System Sciences (HICSS 2021) Koloa, Hawaii, United States. 5-8 Jan. 2021. p. 4971-4980. 
 
Guan, K.W., Salminen, J., Nielsen, L., Jung, S.G., and Jansen, B. J. (2021) Information Design for Personas in Four Professional Domains of User Experience Design, Healthcare, Market Research, and Social Media Strategy. 54th Annual Hawaii International Conference on System Sciences (HICSS 2021) Koloa, Hawaii, United States. 5-8 Jan. 2021. p, 4446-4455. 
 
Jung, S.G., Salminen, J., and Jansen, B. J. (2021) Automatically Mapping Ad Targeting Criteria between Online Ad Platforms. 54th Annual Hawaii International Conference on System Sciences (HICSS 2021) Koloa, Hawaii, United States. 5-8 Jan. 2021.  p. 940-948

Mall, R., Nagpal, M., Salminen, J., Almerekhi, H., Jung, S.G., and Jansen, B. J. (2020) Four Types of Toxic People: Characterizing Online Users’ Toxicity over Time. In Proceedings of the 11th Nordic Conference on Human-Computer Interaction (NordiCHI '20). Tallinn, Estonia. 25-29 Oct. Article 37.

Jansen, B. J., Jung, S.G., and Salminen, J. (2020) From Flat File to Interface: Conceptual Synthesis of Personas and Analytics for Enhanced User Understanding. 83rd Annual Meeting of the Association for Information Science and Technology. Pittsburgh, PA, USA, 23-28 October. 1-11.

Salminen, J., Jung, S.G., Chowdury, S.A., and Jansen, B. J. (2020) Rethinking Personas for Fairness: Algorithmic Transparency and Accountability in Data-Driven Personas. 22nd International Conference on Human-Computer Interaction (HCII2020). Copenhagen, Denmark, 19-24 July 2020. 82-100.

Salminen, J., Rao, R.G., Jung, S.G., Chowdury, S.A., and Jansen, B. J. (2020) Enriching Social Media Personas with Personality Traits: A Deep Learning Approach Using the Big Five Classes. 22nd International Conference on Human-Computer Interaction (HCII2020). Copenhagen, Denmark, 19-24 July 2020. 101-120.

Salminen, J., Guan, K., Nielsen, L., Jung, S.G., and Jansen, B. J. (2020) A Template for Data-Driven Personas: Analyzing 31 Quantitatively Oriented Persona Profiles. 22nd International Conference on Human-Computer Interaction (HCII2020). Copenhagen, Denmark, 19-24 July 2020. 125-144.

Chowdhury, S., Mubarak, H., Abdelali, A., Salminen, J., Jung, S.G., and Jansen, B. J. (2020) A Multi-Platform Arabic News Comment Dataset for Offensive Language Detection. 12th International Conference on Language Resources and Evaluation (LREC2020). Miyazaki, Japan. 7-12 May. 6203–6212.

Salminen, J., Jung, S.G., Chowdhury. S., and Jansen, B. J. (2020) Analyzing Demographic Bias in Artificially Generated Facial Pictures. ACM CHI Conference on Human Factors in Computing Systems (CHI'20) (Extended Abstract), Honolulu, HI, USA. 25–30 April, 1-8.

Salminen, J., Froneman, W., Jung, S.G., Chowdhury. S., and Jansen, B. J. (2020) The Ethics of Data-Driven Personas. ACM CHI Conference on Human Factors in Computing Systems (CHI'20) (Extended Abstract), Honolulu, HI, USA. 25–30 April, 1-9.

Salminen, J., Jung, S.G., Santos, J., Chowdhury. S. G, and Jansen, B. J. (2020) The Effect of Experience on Persona Perceptions. ACM CHI Conference on Human Factors in Computing Systems (CHI'20) (Extended Abstract), Honolulu, HI, USA. 25–30 April. 1-9.

Salminen, J., Vahlo, J., Jung, S.G., Chowdhury. S., and Jansen, B. J.  (2020) Designing Prototype Player Personas from Game Preference Surveys. ACM CHI Conference on Human Factors in Computing Systems (CHI'20) (Extended Abstract), Honolulu, HI, USA. 25–30 April, 1-8.

Salminen, J., Jung, S.G., Chowdhury. S., Ramirez-Robillos, D., and Jansen, B. J.  (2020) Things Change: Comparing Results Using Historical Data and User Testing for Evaluating a Recommendation Task. ACM CHI Conference on Human Factors in Computing Systems (CHI'20) (Extended Abstract), Honolulu, HI, USA. 25–30 April, 1–7.

​Salminen, J., Jung, S.G., Chowdhury, S. Şengün, S., and Jansen, B. J. (2020) Personas and Analytics: A Comparative User Study of Efficiency and Effectiveness for a User Identification Task. ACM CHI Conference on Human Factors in Computing Systems (CHI'20), Honolulu, HI, USA. 25–30 April, 1-13.
 
Salminen, J., Guan, K., Jung, S.G., Chowdhury, S., and Jansen, B. J. (2020) A Literature Review of Quantitative Persona Creation. ACM CHI Conference on Human Factors in Computing Systems (CHI'20), Honolulu, HI, USA. 25–30 April. 1-14.
 
Almerekhi, H., Salminen, J., Kwak, K., and Jansen, B. J. (2020) Are These Comments Triggering? Predicting Triggers of Toxicity in Online Discussions. The Web Conference (Web2020), Taipei, China, 20-24 April, 3033–3040. 

Almerekhi, H., Kwak, H., and Jansen, B. J. (2020) Statistical Modeling of Harassment against Reddit Moderators, The Web Conference (Web2020), Taipei, China, 20-24 April, 122–123.

Jung, S.G., Salminen, J., and Jansen, B. J. (2020) Giving Faces to Data: Creating Data-Driven Personas from Personified Big Data. ACM Conference on Intelligent User Interfaces (IUI2020)(Demo Paper), Cagliari, Italy. 17-20 March, 132–133.
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Salminen, J., Liu, Y.H., Şengün, S., Santos, J., Jung, S.G., and Jansen, B. J. (2020) The Effect of Numerical and Textual Information on Visual Engagement and Perceptions of AI-Driven Persona Interfaces. ACM Conference on Intelligent User Interfaces (IUI 2020), Cagliari, Italy. 17-20 March, 357–368.
 
Almerekhi, H., Kwak, H., Salminen, J., and Jansen, B.J. (2020) Are These Comments Triggering? Predicting Triggers of Toxicity in Online Discussions. In Proceedings of The Web Conference 2020 (WWW '20), Taipei, Taiwan. 20-24 April, 3033–3040. 

Aldous, K, An, J, and Jansen, B. J. (2019) Stylistic Features Usage: Similarities and Differences Using Multiple Social Networks. 11th International Conference on Social Informatics (SocInfo2019). Doha, Qatar. 18-21 November, 309-318.

Aldous, K, An, J, and Jansen, B. J. (2019) Predicting Audience Engagement Across Social Media Platforms in the News Domain. 11th International Conference on Social Informatics (SocInfo2019). Doha, Qatar. 18-21 November, 173-187.

Jansen, B. J., Jung, S.G., and Salminen, J. (2019) Capturing the Change in Topical Interests of Personas Over Time. Association for Information Science and Technology Annual Meeting 2019 (ASIST2019). Melbourne, Australia. 19-23 Oct.

Almerekhi, H., Kwan, H., Jansen, B. J., and Salminen, J. (2019) Detecting Toxicity Triggers in Online Discussions. ACM Hypertext and Social Media 2019. Hof, Germany.17-20 September, 291-292. 

Sengün, S., Salminen, J., Mawhorter, P., Jung, S.G., and Jansen, B. J. (2019) Exploring the Relationship Between Game Content and Culture-based Toxicity: A Case Study of League of Legends and MENA Players. ACM Hypertext and Social Media 2019. Hof, Germany.17-20 September, 87-95.

Aldous, K., An, J. and Jansen, B. J. (2019) View, Like, Comment, Post: Analyzing User Engagement by Topic at 4 Levels across 5 Social Media Platforms for 53 News Organizations. International AAAI Conference on Web and Social Media (ICWSM2019), Munich, Germany, 11-14 June, 47-57.

Salminen, J. Jung, S.G., Santos, J.M., and Jansen, B. J. (2019). The Effect of Smiling Pictures on Perceptions of Personas. User Modelling, Adaptation and Personalization (UMAP19). Larnaca, Cyprus. 9–12 June 2019.

Salminen, J., Engren, V., Salenius, T., Clarke, T., and Jansen, B. J. (2019) Automatically classifying search advertising terms to purchase funnel stages: A machine learning approach. 14th Global Brand Conference. Berlin, Germany, 8-10 May. 

Jung, S.G., Salminen, J., and Jansen, B. J. (2019) Personas Changing Over Time: Analyzing Variations of Data-Driven Personas During a Two-Year Period. ACM CHI Conference on Human Factors in Computing Systems (CHI2019) (Extended Abstract), Glasgow, United Kingdom, 4-9 May. Paper No. LBW2714.

Jansen, B. J., Jung, S.G., and Salminen, J. (2019) Creating Manageable Persona Sets from Large User Populations. ACM CHI Conference on Human Factors in Computing Systems (CHI2019) (Extended Abstract), Glasgow, United Kingdom, 4-9 May. Paper No. LBW2713.

Şengün, S., Salminen, J., Jung, S.G., Mawhorter, P., and Jansen, B. J. (2019) Analyzing Hate Speech Toward Players from the MENA in League of Legends. ACM CHI Conference on Human Factors in Computing Systems (CHI2019) (Extended Abstract), Glasgow, United Kingdom, 4-9 May. Paper No. LBW0173.

Salminen, J., Jung, S.G., and Jansen, B. J. (2019) Detecting Demographic Bias in Automatically Generated Personas. ACM CHI Conference on Human Factors in Computing Systems (CHI2019) (Extended Abstract), Glasgow, United Kingdom, 4-9 May. Paper No. LBW0122.

Aldous, K, An, J, and Jansen, B. J. (2019) The Challenges of Creating Engaging Content: Results from a Focus Group Study of a Popular News Media Organization. ACM CHI Conference on Human Factors in Computing Systems (CHI2019) (Extended Abstract), Glasgow, United Kingdom, 4-9 May. Paper No. LBW2317. 

Salminen, J., Jung, S.G. and Jansen, B. J. (2019) The Future of Automatic Persona Generation: A Marriage of Online Analytics and Human-Driven Data Representations. 21st International Conference on Enterprise Information Systems (ICEIS2019). Heraklion, Crete, Greece. 3-5 May.

Salminen, J., Marttila, R., Corporan, J., Salenius, T., and Jansen, B. J. (2019) Using Machine Learning to Predict Ranking of Webpages in the Gift Industry: Factors for Search-Engine Optimization. 9th International Conference on Information Systems and Technologies (ICIST 2019), Cairo, Egypt. 24–26 March. Article No. 6.

Salminen, J., Nagpal, M., Kwak, H., An, J., Jung, S.G., and Jansen, B. J. (2019) Confusion Prediction from Eye-Tracking Data: Experiments with Machine Learning. 9th International Conference on Information Systems and Technologies (ICIST 2019), Cairo, Egypt. 24–26 March. Article No. 5.

Salminen, J., Sengun, S., Jung, S.G., and Jansen, B. J. (2019) Design Issues in Automatically Generated Persona Profiles: A Qualitative Analysis from 38 Think-Aloud Transcripts. The ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR2019). Glasgow, UK. 10-14 March. 225-229.

Salminen, J., Almerekhi, A., Kamel, A.H., Jung, S.G., and Jansen, B. J. (2019) Online Hate Ratings Vary by Extremes: A Statistical Analysis. The ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR2019). Glasgow, UK. 10-14 March. 213-217.

Jansen, B. J., Jung, S.G., Salminen, J., An, J. and Kwak, H. (2018) Combining Behavioral and Demographic Information to Segment Online Audiences: Experiments with a YouTube Channel. 5th International Conference 'Internet Science' (INSCI'2018) St. Petersburg, Russia, 24-26 October. 141-153.
 
Salminen, J., Luotolahti, J., Almerekhi, H., Jansen, B. J., and Jung, S. G. (2018) Neural Network Hate Deletion: Developing a Machine Learning Model to Eliminate Hate from Online Comments. 5th International Conference 'Internet Science' (INSCI'2018) St. Petersburg, Russia, 24-26 October. 25-39.

Salminen, J., Veronesi, F., Almerekhi, H., Jung, S. G., and Jansen, B. J. (2018) Online Hate Interpretation Varies by Country, But More by Individual: A Statistical Analysis Using Crowdsourced Ratings. The Fifth International Conference on Social Networks Analysis, Management and Security (SNAMS-2018). Valencia, Spain. 15-18 October. 88-94.
 
Salminen, J., Dey, P., Almerekhi, H., and Jansen, B. J. (2018) Inter-rater agreement for social computing studies. The Fifth International Conference on Social Networks Analysis, Management and Security (SNAMS-2018). Valencia, Spain. 15-18 October. 80-87.
 
Salminen, J., Maslennikov, D., Jansen, B. J., and Olkkonen, R. (2018) With or Without Online Super Platforms? Analyzing News Publishers’ Strategies Through a Game of Monetization and Advertising Revenue. 10th International Conference on Social Informatics (SocInfo 2018), St.Petersburg, Russia, 25–28 September. 251-260.
 
Salminen, J., Almerekhi, H., Milenković, M., Jung, S.G., An, J., Kwak, H., and Jansen, B. J. (2018) Anatomy of Online Hate: Developing a Taxonomy and Machine Learning Models for Identifying and Classifying Hate in Online News Media, International AAAI Conference on Web and Social Media (ICWSM 2018), Stanford, CA, USA, 25-28 June, 330-339.

Jung, S.G., An, J., Salminen, J., Kwak, H., and Jansen, B. J. (2018) Assessing the Accuracy of Four Popular Face Recognition Tools for Inferring Gender, Age, and Race (Short Paper), International AAAI Conference on Web and Social Media (ICWSM 2018), Stanford, CA, USA, 25-28 June, 624-627.

​Jung, S.G., Salminen, J., An, J., Kwak, H., and Jansen, B. J.  (2018) Automatically Conceptualizing Social Media Analytics Data via Personas (Demo Paper), International AAAI Conference on Web and Social Media (ICWSM 2018), Stanford, CA, USA, 25-28 June. 715-716.

Lyytikkä, J., Salminen, J., and Jansen, B. J. (2018) To use branded keywords or not? Rationale of professional search-engine marketers for brand bidding strategy, 13th Global Brand Conference, Northumbria University, UK, 2-4 May.

Lyytikkä, J., Salminen, J., and Jansen, B. J. (2018) Determining online brand reputation with machine learning from social media mentions: A study in the banking context, 13th Global Brand Conference, Northumbria University, UK, 2-4 May.

Kwak, H., An, J., Salminen, J., Jung, S.G., and Jansen, B. J. (2018). What We Read, What We Search: Media Attention and Public Attention among 193 Countries. The Web Conference (WWW2018), Lyon, France. 23-27 April, 893-902.

Salminen, J., Nielsen, L., An, J., Jung, S.G., Kwak, H., and Jansen, B. J. (2018) Is More Better?: Impact of Multiple Photos on Perception of Persona Profiles. ACM CHI Conference on Human Factors in Computing Systems (CHI2018), Montréal, Canada, 21-26 April, Paper No. 317.
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Johnson, J., Jansen, B. J., Hastak, M., and Raval, D. (2018) Analyzing Advertising Labels: Testing Consumers’ Recognition of Paid Content Online. ACM CHI Conference on Human Factors in Computing Systems (CHI2018) (Extended Abstract), Montréal, Canada, 21-26 April, LBW517. 

Salminen, J., Kwak, H., Santos, J. M., Jung, S.G., An, J., and Jansen, B. J. (2018) Persona Perception Scale: Developing and Validating an Instrument for Human-Like Representations of Data. ACM CHI Conference on Human Factors in Computing Systems (CHI2018) (Extended Abstract), Montréal, Canada, 21-26 April, LBW075. 

Salminen, J., Jung, S.G., An, J., Kwak, H., and Jansen, B. J. (2018) Findings of a User Study of Automatically Generated Personas. ACM CHI Conference on Human Factors in Computing Systems (CHI2018) (Extended Abstract), Montréal, Canada, 21-26 April, LBW097. 

Jung, S.G., Salminen, J., Kwak, H., An, J., and Jansen, B. J. (2018) Automatic Persona Generation (APG): A Rationale and Demonstration, ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR2018) (Demo), New Brunswick, New Jersey, USA, 11-15 March. 

Salminen, J., Jansen, B. J., An, J., Jung, S.G., Nielsen, L., and Kwak, H. (2018) Fixation and Confusion – Investigating Eye-tracking Participants’ Exposure to Information in Personas. ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR2018), New Brunswick, New Jersey, USA, 11-15 March. 

​Salminen, J., Seitz, S., Jansen, B. J., and Salenius, T. (2017) Gender effect on e-commerce sales of experience gifts: Preliminary empirical findings, International Conference on Electronic Business (ICEB 2017), Dubai, UAE. p.106-155. 4-8 December. 

Salminen, J., Jansen, B. J., and Milenkovic, M. (2017) Problems of Data Science in Organizations: An Explorative Qualitative Analysis of Business Professionals’ Concerns, International Conference on Electronic Business (ICEB 2017), Dubai, UAE. p. 192-201. 4-8 December.

Jung, S., An, J., Kwak, H., Salminen, J., and Jansen, B. J. (2017) Inferring social media users’ demographics from profile pictures: A Face++ analysis on Twitter users, International Conference on Electronic Business (ICEB 2017), Dubai, UAE. p. 140-145. 4-8 December. 

Nielsen, L., Jung, S.G., An, J., Salminen, J., Kwak, H., and Jansen, B. J., (2017) Who are your users?: comparing media professionals' preconception of users to data-driven personas. In Proceedings of the 29th Australian Conference on Computer-Human Interaction (OZCHI '17), Brisbane, Australia, p. 602-606. 28 Nov.-1 Dec.,

Jansen, B. J., An, J., Kwak, H., Salminen, J.O., and Jung, S.G. (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. p. 189-196. 27 Oct. - 1 Nov.

​Salminen, J.O., Şengün, S., Kwak, H., Jansen, B. J., An, J., Jung, S.G., Vieweg, S., and 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, p. 120-125. 21-23 Aug.

An, J., Kwak, H., and Jansen, B. J., (2017) Personas for Content Creators via Decomposed Aggregate Audience Statistics. Advances in Social Network Analysis and Mining (ASONAM 2017). Sydney, Australia, p. 632-635. 31 Jul - 3 Aug.

Jung, S., An, J., Kwak, H., Ahmad, M., Nielsen, L., and Jansen, B. J. (2017) Persona Generation from Aggregated Social Media Data. ACM Conference Extended Abstracts on Human Factors in Computing Systems 2017 (CHI2017). Denver, Colorado. p. 1748-1755. 6-11 May.
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An, J., Kwak, H., and Jansen, B. J. (2017) Automatic Generation of Personas Using YouTube 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) ShopWithMe!: Collaborative Information Searching and Shopping for Online Retail. Proceedings of the 50th Hawaii International Conference on System Sciences (HICSS-50). Waikoloa, Hawaii. p. 505-514. 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) Some Commercial Concerns 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. Agadir, Morocco. 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. Agadir, Morocco. 29 November - 2 December.

Das, A., Das, S.S., Ziegelmayer, J.L., 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.

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, Paper 14, 14-18 Oct.

An, J., Cho, H.Y., Kwak, H., Hassen, M.Z., 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. Vienna, Austria​. 22-24 August.

​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. Paper 537. 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) Shop Together, Search Together: Collaborative E-commerce. 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 7th 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. 21st 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 Extended Abstracts 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. 6th International Conference on Information and Communication Systems (ICICS2015). Amman, Jordan. 8-9 Apr.

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.

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) Patterns 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 Extended Abstracts 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 Extended Abstracts 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.

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 Extended Abstracts ​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, L., 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). p. 1-10. 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.

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, L., 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 Extended Abstracts 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 Extended Abstracts on Human Factors in Computing Systems (CHI2010), p. 3961-3966. Atlanta, GA, 10 – 15 April.

Jansen, B. J. and Solomon, L. (2010) Gender Demographic Targeting in Sponsored Search. Proceedings of the ACM Conference on Human Factors Extended Abstracts 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 Extended Abstracts 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 Extended Abstracts on Computer Human Interaction (CHI2009). p. 3907-3912. Boston, Massachusetts. 4 - 9 April.

Zhang, M. and Jansen, B. J. (2009) Influences of Mood on Information Seeking Behavior. ACM Conference Extended Abstracts ​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.

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 18th 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 30th 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 30th 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.

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. 3 - 8 November. Austin, Texas.

Zhang, M., Jansen, B. J., and Spink, A. 2006. Information Searching Tactics of Web Searchers. American Society for Information Science & Technology 2006 Annual Meeting. 3 - 8 November. Austin, Texas.

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. 20 - 22 September. University of York, UK. 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). 20-23 August, 2006, Philadelphia, Pennsylvania, USA.

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). 6-11 August. Seattle, Washington, USA. View Here. View Slides Here.

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). 6-11 August. Seattle, Washington, USA.

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. 1-3 June. Toronto, Canada. View Here.

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). 1 -5 July. Noosa Lakes, Australia.

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). 22-26 May. Edinburgh, Scotland.

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). 22-26 May. Edinburgh, Scotland.

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.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.

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, E.L., 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.

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.

Jansen, B. J. 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. View in PDF

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. View in PDF

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, NE, USA 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 2005. View in PDF.

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. View in PDF.

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. Las Vegas, Nevada, 11-13 April, 2005.

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.

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, 2005.

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 2004.

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 2004.

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 2004.

Jansen, B.J. and McNeese, M. D. 2004. Evaluating the Effectiveness of Automated Assistance for Web Searching. Proceeding of the Human Factors and Ergonomics Society 48th Annual Meeting. New Orleans, Louisiana. P. 1518-1522. 20-24 September 2004.

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. Las Vegas, Nevada, p. 309 - 313. 5-7 April, 2004. View in PDF

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. Berkeley, California, p. 186 - 192. 07 November 2003. View in PDF

De Ycaza, S., Doran, S., Eastman, C., 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 2009.

Jansen, B.J. 2003. Designing Automated Help Using Searcher System Dialogues. Proceedings of the 2003 IEEE International Conference on Systems, Man & Cybernetics. Washington, D.C. p. 744 - 749. 5 - 8 October 2003. View in PDF

Jansen, B.J., Spink, A. and Peterson, 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 2003. View in PDF

Jansen, B.J., Spink, A. and Peterson, J. 2003. Monsters at the Gates: When Softbots Visit Web Search Engines. The 4th International Conference on Internet Computing. Las Vegas, Nevada, p. 620 -626. 23 - 26 June 2003. View in PDF

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 Information Seeking and Use: Documents Retrieved Versus Documents Viewed. The 4th International Conference on Internet Computing. Las Vegas, Nevada, p. 65-69. 23 - 26 June 2003. View in PDF

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 2003. View in PDF

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 2003. View in PDF.

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 2003. View in PDF.

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 2003. View in PDF.

Jansen, B. J., Spink, A., and Pfaff, A. 2000. Linguistic Aspects of Web Queries. American Society of Information Science 2000. Chicago, November 13-16 2000. View in PDF.

Smith, T. L., Ruocco, A., and Jansen, B.J. 1999. Digital video in education, ACM Computer Science Education Conference, New Orleans, LA., 122-126. View in PDF.

Jansen, B. J. 1999. A software agent for performance improvement of existing information retrieval systems. 1999 International ACM Conference on Intelligent User Interfaces. Los Angeles, CA, 122-123. View in PDF. View the Presentation.

Jansen, B. J., Spink, A., and Saracevic, T. 1998. Failure analysis in query construction: Data and analysis from a large sample of web queries. The 3rd ACM Conference on Digital Libraries. Pittsburgh, PA., 289-290. View in PDF. View the Presentation.

Adams, W. J., Jansen, B.J., and Smith, T. L. 1998. A Distributed Digital Library: Planning, Building, and Using. IEEE Conference on Research Issues in Data Engineering. Orlando, Florida. View in PDF.

Jansen, B. J. 1997. An information retrieval application for simulated annealing. The 2nd ACM Conference on Digital Libraries. Philadelphia, PA., 259-260. View in PDF.

Jansen, B. J. 1997. Simulated annealing for query results ranking. ACM Computer Science Education Conference. San Jose, CA. View in PDF. *Best Paper Award*

Jansen, B. J., Spink, A., and Pfaff, A. 2000. Web Query Structure: Implications for IR System Design. Proceedings of the 4th World Multiconference on Systemics, Cybernetics and Informatics (SCI'2000). Orlando, USA, July 23-26, 2000. View in PDF.

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. View in PDF.

Jansen, B. J. and Pooch, U. 1999. A software agent for performance improvement of an existing information retrieval engine. 5th International Conference on Information Systems Analysis and Synthesis. Orlando, Florida., 58 - 60.

Adams, W. J., Jansen, B. J., and Smith, T. L. 1999. Planning, building, and using a distributed digital library. Third International Conference on Concepts in Library and Information Science. Dubrovnik, Croatia. View in PDF.

Smith, T. L., Wolfe, D. and Jansen, B. J. 1999. Digital video in a twenty-first century classroom. Information Resources Management Association Conference. Hershey, PA.

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 & United States Military Academy Technical Symposium. West Point, New York.

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. Canadian Association of Information Science Conference. Vancouver, Canada., 342-354. View in PDF.

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. 1998 World Conference on the WWW and Internet. Orlando, Florida. View in PDF. View the Presentation.

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. *Best Paper Award*

Howard, R. and Jansen, B.J. 1998. A proxy server experiment: an indication of the changing nature of the web. Seventh International Conference on Computer Communications and Networks. Lafayette, Louisiana. View in PDF.

Adams, W. J., Jansen, B.J., And Zoller, R. 1998. Usability measurements in an undergraduate programming course. Software Engineering Conference. Las Vegas, Nevada. View in PDF.

Adams, W. J., Howard, R. and Jansen, B. J. 1998. Distributed digital libraries: The key to success for distance learning. Computers and Technology in Education. Cancun, Mexico. View in PDF.

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, May 1998 - New York., 375-386.

Jansen, B. J. 1997. Simulated annealing in information retrieval. Fifth Annual US Army Research Laboratory & 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. American Society For Engineering Education National Conference. Milwaukee, Wisconsin. View in PDF.

Spink, A., Burkett, L., Spaid, N., Bateman, J. and Jansen, B. J. 1997. Why users search the World Wide Web (WWW): The EXCITE study. First Internet Librarian Conference, November 16-18, Monterey, CA.

Adams, W. J. and Jansen, B.J. 1997. Information technology and the classroom of the future. Society for Information Technology in Education Conference. Orlando, Florida. View in PDF.

Jansen, B. J and Adams, W. L. 1997. Integrating user centered design into an introductory engineering course. American Society For Engineering Education Zone 1 Meeting. West Point, New York.

Hamilton, J. A. and Jansen, B. J. 1997. Tactical network simulation in the US Army. Simulation Multi-Conference. Atlanta, Georgia. View in PDF

Jansen, B. J. and Hamilton, J. A. 1997. Modeling & simulating an army information support structure. Simulation Multi-Conference. Atlanta, Georgia.

Books and Book Chapters          Go to menu ...

Jansen, B. J., Aldous, K, Salminen, J., Almerekhi, H. and Jung, S.G. (2023). Understanding Audiences, Customers, and Users via Analytics – An Introduction to the Employment of Web, Social, and Other Types of Digital People Data. Springer Nature.

​Salminen, J., Kaate, I., Jung, S.G., Yang, Y., Olkkonen, R. and Jansen, B. J. (2023) Intelligent Persona-Based Online Advertising Optimization. Intelligent Systems in the Workplace. Ed. Constantinos, Pierre-Majorique, and Joerg. Springer-Nature.

Jansen, B. J., Salminen, J., Jung, S.G., and Guan, K. (2021). Data-Driven Personas. Synthesis Lectures on Human-Centered Informatics,1 Carroll, J. (Ed). Morgan-Claypool: San Rafael, CA., 4:1, i-317.

Salminen, J., Jansen, B. J., An, J., Kwak, H. and Jung, S. G. (2018) Automatic Persona Generation for Online Content Creators: Conceptual Rationale and a Research Agenda​. Personas: User Focused Design. 1, 1, Article 1, 135-160.

​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.

Spink, A., and Jansen, B. J. (2004) Web Search: Public Searching of the Web, Dordrecht: Kluwer Academic Publishers.

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, L., 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.

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 patterns 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.

Workshops and Presentations          Go to menu ...

Chowdhury, S., Abdelali, A., Darwish, K., Jung, S.G., Salminen, J.. Jansen, B.J. (2020) Improving Arabic Text Categorization Using Transformer
Training Diversification. Proceedings of the Fifth Arabic Natural Language Processing Workshop, Barcelona, Spain (Online), December 12, 2020. pages 226–236.

Jung, S.G., Salminen, J., and Jansen, B. J. (2020) Explaining Data Driven Personas to End Users. Proceedings of the Workshop on Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies co-located with 25th International Conference on Intelligent User Interfaces (IUI 2020). Cagliari, Italy, 17 March.

Lyytikkä, J., Salminen, J., and Jansen, B. J. (2018) To use branded keywords or not? Rationale of professional search-engine marketers for brand bidding strategy, 13th Global Brand Conference, Northumbria University, UK, 2-4 May.
 
Lyytikkä, J., Salminen, J., and Jansen, B. J. (2018) Determining online brand reputation with machine learning from social media mentions: A study in the banking context, 13th Global Brand Conference, Northumbria University, UK, 2-4 May.
 
Salminen, J., Almerekhi, H., Milenković, M., Jung, S.G., An, J., Kwak, H., and Jansen, B.J. (2018) Anatomy of Online Hate: Developing a Taxonomy and Machine Learning Models for Identifying and Classifying Hate in Online News Media, International AAAI Conference on Web and Social Media (ICWSM 2018), Stanford, CA, USA, 25-28 June.

Jansen, B.J., Jung, SG., Salminen, J., An, J., and Kwak, H. (2017) Leveraging Social Analytics Data for Identifying Customer Segments for Online News Media. The 5th International workshop on Big Data and Social Networking Management and Security (BDSN 2017), 14th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2017) Hammamet, Tunisia, 30 Oct 30 – 03 Nov.

Salminen, J., Sarlin, P., Olkkonen, R., Jansen, B. J. (2017) Experiences with algorithms: How do marketers interact with self-service marketing platforms? Studying Users Perceptions and Experiences with Algorithms Workshop, The 11th International AAAI Conference on Web and Social Media (ICWSM17). Montreal, Canada. 15-18 May.

​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.

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., Haewoon, K., 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 Extended Abstracts ​on Human Factors in Computing Systems, (CHI 2014), Toronto, CA. 26 April - 1 May.

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, L., Hunter, L., 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 Learning 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, L., 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.

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.edu/ssa3/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) Learning 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.

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, E.L., 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 AltaVista, 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.

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. L. (1997) Integrating User Centered Design into an Introductory Engineering Course, American Society for Engineering Education Zone 1 Meeting, West Point, New York.

Other Articles          Go to menu ...

Jim Jansen, Soon-gyo Jung, and Joni Salminen (2021) Making better decisions with big data personas. MIT Technology Review. 11 March. https://www.technologyreview.com/2021/03/11/1020207/making-better-decisions-with-big-data-personas/

Al-Thani, H., Jansen, B. J., Elsayed, T. (2020) HBKU at TREC 2020: Conversational Multi-Stage Retrieval with Pseudo-Relevance Feedback. TREC 2020 Conference. Washington, DC. 

​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

​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, L., Liu, F., and Murphy, J. (2008) The Google Online Marketing Challenge: Real-World Learning with Real Clients, Real Money, and Real Advertising Campaigns, Journal 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.

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.

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Areas of Research
Web search research, web searching research, search engines research, information retrieval research, information searching research, information searching and retrieval research, ecommerce research, sponsored search research, online marketing research, online advertising research, online branding research, Google AdWords research, PPC research, Pay-per-click research, keyword advertising research, second screens research, cross screens research, dual screens research, customer segmentation research, audience segmentation research, user segment research, persona research, personas research, persona profiles research, information science research, library research, web analytics research, digital analytics research