Joseph A. Konstan

206 papers A* 24A 45B 11Misc 3Journal 73Unranked 37

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Balancing Domestic and Global Perspectives: Evaluating Dual-Calibration and LLM-Generated Nudges for Diverse News Recommendation. CoRR Ruixuan Sun, Matthew Zent, Minzhu Zhao, Thanmayee Boyapati, Xinyi Li, Joseph A. Konstan
2025	J	`jnl`	Beyond the Individual: A Community-Engaged Framework for Ethical Online Community Research. CoRR Matthew Zent, Seraphina Yong, Dhruv Bala, Stevie Chancellor, Joseph A. Konstan, Loren Terveen, Svetlana Yarosh
2025	J	`jnl`	Beyond the Individual: A Community-Engaged Framework for Ethical Online Community Research. Proc. ACM Hum. Comput. Interact. Matthew Zent, Seraphina Yong, Dhruv Bala, Stevie Chancellor, Joseph A. Konstan, Loren Terveen, Svetlana Yarosh
2025	J	`jnl`	Co-Authoring the Self: A Human-AI Interface for Interest Reflection in Recommenders. CoRR Ruixuan Sun, Junyuan Wang, Sanjali Roy, Joseph A. Konstan
2025	—	`conf`	Multi-Prompting Scenario-based Movie Recommendation with Large Language Models: Real User Case Study. CHI Extended Abstracts Ruixuan Sun, Xinyi Li, Avinash Akella, Joseph A. Konstan
2025	B	`conf`	Why They Come And Go: A Case Study of Productive Flyby Users and Their Rating Integrity Challenge in Movie Recommenders. CHIIR Ruixuan Sun, Ruoyan Kong, Ashlee Milton, Daniel Kluver, Ian Paterson, Joseph A. Konstan
2024	J	`jnl`	COVID-19 as Reflected in University President Bulk Email. CoRR Ruoyan Kong, Charles Chuankai Zhang, Jin Kang, Haiyi Zhu, Joseph A. Konstan
2024	A	`conf`	Conducting Recommender Systems User Studies Using POPROX. RecSys Robin Burke, Joseph A. Konstan, Michael D. Ekstrand
2024	J	`jnl`	Do Know Harm: Considering the Ethics of Online Community Research. Commun. ACM Stevie Chancellor, Joseph A. Konstan, Loren Terveen, Svetlana Yarosh
2024	J	`jnl`	Interactive Content Diversity and User Exploration in Online Movie Recommenders: A Field Experiment. Int. J. Hum. Comput. Interact. Ruixuan Sun, Avinash Akella, Ruoyan Kong, Moyan Zhou, Joseph A. Konstan
2024	J	`jnl`	Large Language Models as Conversational Movie Recommenders: A User Study. CoRR Ruixuan Sun, Xinyi Li, Avinash Akella, Joseph A. Konstan
2024	J	`jnl`	Supporting Organizations in Improving Employee Bulk E-mail - A Tool Design and Evaluation Study. Proc. ACM Hum. Comput. Interact. Ruoyan Kong, Ruixuan Sun, Charles Chuankai Zhang, Ye Yuan, Joseph A. Konstan
2024	A	`conf`	The MovieLens Beliefs Dataset: Collecting Pre-Choice Data for Online Recommender Systems. RecSys Guy Aridor, Duarte Gonçalves, Ruoyan Kong, Daniel Kluver, Joseph A. Konstan
2024	J	`jnl`	The MovieLens Beliefs Dataset: Collecting Pre-Choice Data for Online Recommender Systems. CoRR Guy Aridor, Duarte Gonçalves, Ruoyan Kong, Daniel Kluver, Joseph A. Konstan
2024	J	`jnl`	What Are We Optimizing For? A Human-centric Evaluation Of Deep Learning-based Recommender Systems. CoRR Ruixuan Sun, Avinash Akella, Xinyi Wu, Ruoyan Kong, Joseph A. Konstan
2024	—	`conf`	What Are We Optimizing For? A Human-centric Evaluation of Deep Learning-based Movie Recommenders. IntRS@RecSys Ruixuan Sun, Xinyi Wu, Avinash Akella, Ruoyan Kong, Bart P. Knijnenburg, Joseph A. Konstan
2023	J	`jnl`	After the Complaint: What Should ACM Disclose? Commun. ACM Marty J. Wolf, Joseph A. Konstan, Helena M. Mentis, Jane Prey, Harald Störrle
2023	B	`conf`	Getting the Most from Eye-Tracking: User-Interaction Based Reading Region Estimation Dataset and Models. ETRA Ruoyan Kong, Ruixuan Sun, Charles Chuankai Zhang, Chen Chen, Sneha Patri, Gayathri Gajjela, Joseph A. Konstan
2023	J	`jnl`	Getting the Most from Eye-Tracking: User-Interaction Based Reading Region Estimation Dataset and Models. CoRR Ruoyan Kong, Ruixuan Sun, Charles Chuankai Zhang, Chen Chen, Sneha Patri, Gayathri Gajjela, Joseph A. Konstan
2023	J	`jnl`	Interactive Content Diversity and User Exploration in Online Movie Recommenders: A Field Experiment. CoRR Ruixuan Sun, Avinash Akella, Ruoyan Kong, Moyan Zhou, Joseph A. Konstan
2023	J	`jnl`	Introduction to the Special Issue on AI, Decision-Making, and the Impact on Humans. Int. J. Hum. Comput. Interact. Salvatore Andolina, Joseph A. Konstan
2023	—	`conf`	Less Can Be More: Exploring Population Rating Dispositions with Partitioned Models in Recommender Systems. UMAP (Adjunct Publication) Ruixuan Sun, Ruoyan Kong, Qiao Jin, Joseph A. Konstan
2023	J	`jnl`	Less Can Be More: Exploring Population Rating Dispositions with Partitioned Models in Recommender Systems. CoRR Ruixuan Sun, Ruoyan Kong, Qiao Jin, Joseph A. Konstan
2023	J	`jnl`	Multi-Objective Personalization in Multi-Stakeholder Organizational Bulk E-mail: A Field Experiment. CoRR Ruoyan Kong, Charles Chuankai Zhang, Ruixuan Sun, Vishnu Chhabra, Tanushsrisai Nadimpalli, Joseph A. Konstan
2023	J	`jnl`	Organizational Bulk Email Systems: Their Role and Performance in Remote Work. CoRR Ruoyan Kong, Haiyi Zhu, Joseph A. Konstan
2023	J	`jnl`	Six Human-Centered Artificial Intelligence Grand Challenges. Int. J. Hum. Comput. Interact. Özlem Özmen Garibay, Brent Winslow, Salvatore Andolina, Margherita Antona, Anja Bodenschatz, Constantinos K. Coursaris, Gregory Falco, Stephen M. Fiore, Ivan Garibay, Keri Grieman, John C. Havens, Marina Jirotka, Hernisa Kacorri, Waldemar Karwowski, Joseph T. Kider Jr., Joseph A. Konstan, Sean Koon, Mónica López-González, Iliana Maifeld-Carucci, Sean McGregor, Gavriel Salvendy, Ben Shneiderman, Constantine Stephanidis, Christina Strobel, Carolyn Ten Holter, Wei Xu
2023	A*	`conf`	The Economics of Recommender Systems: Evidence from a Field Experiment on MovieLens. EC Guy Aridor, Duarte Gonçalves, Daniel Kluver, Ruoyan Kong, Joseph A. Konstan
2022	J	`jnl`	Multi-Objective Personalization in Multi-Stakeholder Organizational Bulk E-mail: A Field Experiment. Proc. ACM Hum. Comput. Interact. Ruoyan Kong, Charles Chuankai Zhang, Ruixuan Sun, Vishnu Chhabra, Tanushsrisai Nadimpalli, Joseph A. Konstan
2022	B	`conf`	Re-envisioning a K-12 Early Warning System with School Climate Factors. L@S Mengchen Su, Lukas A. Olson, Daniel C. Jarratt, Sashank Varma, Joseph A. Konstan, Rebecca J. L. Keller, Bodong Chen
2022	A	`conf`	RecWork: Workshop on Recommender Systems for the Future of Work. RecSys Joseph A. Konstan, Ajith Muralidharan, Ankan Saha, Shilad Sen, Mengting Wan, Longqi Yang
2022	J	`jnl`	The Economics of Recommender Systems: Evidence from a Field Experiment on MovieLens. CoRR Guy Aridor, Duarte Gonçalves, Daniel Kluver, Ruoyan Kong, Joseph A. Konstan
2021	J	`jnl`	ACM publications finances for 2020. Commun. ACM Jack W. Davidson, Joseph A. Konstan, Scott E. Delman
2021	J	`jnl`	Human-Centered Recommender Systems: Origins, Advances, Challenges, and Opportunities. AI Mag. Joseph A. Konstan, Loren G. Terveen
2021	J	`jnl`	Learning to Ignore: A Case Study of Organization-Wide Bulk Email Effectiveness. Proc. ACM Hum. Comput. Interact. Ruoyan Kong, Haiyi Zhu, Joseph A. Konstan
2021	A	`ed.`	RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021 - 1 October 2021 RecSys Humberto Jesús Corona Pampín, Martha A. Larson, Martijn C. Willemsen, Joseph A. Konstan, Julian J. McAuley, Jean Garcia-Gathright, Bouke Huurnink, Even Oldridge
2021	—	`conf`	Toward the Next Generation of News Recommender Systems. WWW (Companion Volume) Himan Abdollahpouri, Edward C. Malthouse, Joseph A. Konstan, Bamshad Mobasher, Jeremy Gilbert
2021	J	`jnl`	Toward the Next Generation of News Recommender Systems. CoRR Himan Abdollahpouri, Edward C. Malthouse, Joseph A. Konstan, Bamshad Mobasher, Jeremy Gilbert
2021	—	`conf`	Towards an Experimental News User Community as Infrastructure for Recommendation Research (abstract). INRA@RecSys Joseph A. Konstan, Robin Burke, Edward C. Malthouse
2020	J	`jnl`	ACM publications finances. Commun. ACM Jack W. Davidson, Joseph A. Konstan, Scott E. Delman
2020	J	`jnl`	Developing a Recommendation Benchmark for MLPerf Training and Inference. CoRR Carole-Jean Wu, Robin Burke, Ed H. Chi, Joseph A. Konstan, Julian J. McAuley, Yves Raimond, Hao Zhang
2020	J	`jnl`	Learning to Ignore: A Case Study of Organization-Wide Bulk Email Effectiveness. CoRR Ruoyan Kong, Haiyi Zhu, Joseph A. Konstan
2020	—	`ed.`	Proceedings of the Workshops on Recommendation in Complex Scenarios and the Impact of Recommender Systems co-located with 14th ACM Conference on Recommender Systems (RecSys 2020), Online, September 25, 2020. ComplexRec-ImpactRS@RecSys Toine Bogers, Marijn Koolen, Casper Petersen, Bamshad Mobasher, Alexander Tuzhilin, Oren Sar Shalom, Dietmar Jannach, Joseph A. Konstan
2020	A	`conf`	Second Workshop on the Impact of Recommender Systems at ACM RecSys '20. RecSys Oren Sar Shalom, Dietmar Jannach, Joseph A. Konstan
2019	A	`conf`	From preference into decision making: modeling user interactions in recommender systems. RecSys Qian Zhao, Martijn C. Willemsen, Gediminas Adomavicius, F. Maxwell Harper, Joseph A. Konstan
2019	J	`jnl`	Recommender Systems Notation: Proposed Common Notation for Teaching and Research. CoRR Michael D. Ekstrand, Joseph A. Konstan
2019	B	`conf`	Teaching UI Design at Global Scales: A Case Study of the Design of Collaborative Capstone Projects for MOOCs. L@S Hao Fei Cheng, Bowen Yu, Siwei Fu, Jian Zhao, Brent J. Hecht, Joseph A. Konstan, Loren Terveen, Svetlana Yarosh, Haiyi Zhu
2019	—	`conf`	Towards More Impactful Recommender Systems Research. ImpactRS@RecSys Dietmar Jannach, Oren Sar Shalom, Joseph A. Konstan
2018	A*	`conf`	Content is King, Leadership Lags: Effects of Prior Experience on Newcomer Retention and Productivity in Online Production Groups. CHI Raghav Pavan Karumur, Bowen Yu, Haiyi Zhu, Joseph A. Konstan
2018	Misc	`conf`	Explicit or implicit feedback? engagement or satisfaction?: a field experiment on machine-learning-based recommender systems. SAC Qian Zhao, F. Maxwell Harper, Gediminas Adomavicius, Joseph A. Konstan
2018	J	`jnl`	From Evaluating to Forecasting Performance: How to Turn Information Retrieval, Natural Language Processing and Recommender Systems into Predictive Sciences (Dagstuhl Perspectives Workshop 17442). Dagstuhl Manifestos Nicola Ferro, Norbert Fuhr, Gregory Grefenstette, Joseph A. Konstan, Pablo Castells, Elizabeth M. Daly, Thierry Declerck, Michael D. Ekstrand, Werner Geyer, Julio Gonzalo, Tsvi Kuflik, Krister Lindén, Bernardo Magnini, Jian-Yun Nie, Raffaele Perego, Bracha Shapira, Ian Soboroff, Nava Tintarev, Karin Verspoor, Martijn C. Willemsen, Justin Zobel
2018	J	`jnl`	How self-disclosure in Twitter profiles relate to anonymity consciousness and usage objectives: a cross-cultural study. J. Comput. Soc. Sci. Tomu Tominaga, Yoshinori Hijikata, Joseph A. Konstan
2018	A	`conf`	Interpreting user inaction in recommender systems. RecSys Qian Zhao, Martijn C. Willemsen, Gediminas Adomavicius, F. Maxwell Harper, Joseph A. Konstan
2018	Misc	`conf`	Investigating serendipity in recommender systems based on real user feedback. SAC Denis Kotkov, Joseph A. Konstan, Qian Zhao, Jari Veijalainen
2018	Misc	`conf`	Movieexplorer: building an interactive exploration tool from ratings and latent taste spaces. SAC Taavi T. Taijala, Martijn C. Willemsen, Joseph A. Konstan
2018	J	`jnl`	Personality, User Preferences and Behavior in Recommender systems. Inf. Syst. Frontiers Raghav Pavan Karumur, Tien T. Nguyen, Joseph A. Konstan
2018	—	`ch.`	Rating-Based Collaborative Filtering: Algorithms and Evaluation. Social Information Access Daniel Kluver, Michael D. Ekstrand, Joseph A. Konstan
2018	—	`conf`	Risk "Attention" or "Adventure": A Qualitative Study of Novelty and Familiarity in Music Listening. IntRS@RecSys Vikas Kumar, Sabirat Rubya, Joseph A. Konstan, Loren Terveen
2018	J	`jnl`	The Dagstuhl Perspectives Workshop on Performance Modeling and Prediction. SIGIR Forum Nicola Ferro, Norbert Fuhr, Gregory Grefenstette, Joseph A. Konstan, Pablo Castells, Elizabeth M. Daly, Thierry Declerck, Michael D. Ekstrand, Werner Geyer, Julio Gonzalo, Tsvi Kuflik, Krister Lindén, Bernardo Magnini, Jian-Yun Nie, Raffaele Perego, Bracha Shapira, Ian Soboroff, Nava Tintarev, Karin Verspoor, Martijn C. Willemsen, Justin Zobel
2018	J	`jnl`	Toward sustainable access: where are we now? Commun. ACM Jack W. Davidson, Joseph A. Konstan, Andrew A. Chien, Scott E. Delman
2018	J	`jnl`	User Personality and User Satisfaction with Recommender Systems. Inf. Syst. Frontiers Tien T. Nguyen, F. Maxwell Harper, Loren Terveen, Joseph A. Konstan
2017	—	`conf`	A Community Rather Than A Union: Understanding Self-Organization Phenomenon on MTurk and How It Impacts Turkers and Requesters. CHI Extended Abstracts Xinyi Wang, Haiyi Zhu, Yangyun Li, Yu Cui, Joseph A. Konstan
2017	J	`jnl`	An Algorithmic Framework for Performing Collaborative Filtering. SIGIR Forum Jonathan L. Herlocker, Joseph A. Konstan, Al Borchers, John Riedl
2017	B	`conf`	In-Video Reuse of Discussion Threads in MOOCs. L@S Qian Zhao, Sashank Varma, Joseph A. Konstan
2017	J	`jnl`	Simulation Experiments on (the Absence of) Ratings Bias in Reputation Systems. Proc. ACM Hum. Comput. Interact. Jacob Thebault-Spieker, Daniel Kluver, Maximilian A. Klein, Aaron Halfaker, Brent J. Hecht, Loren G. Terveen, Joseph A. Konstan
2017	J	`jnl`	The Effect of Emotional Cues from the NFL on Wikipedia Contributions. Proc. ACM Hum. Comput. Interact. Weiwen Leung, Haiyi Zhu, Joseph A. Konstan
2017	A	`conf`	Toward Better Interactions in Recommender Systems: Cycling and Serpentining Approaches for Top-N Item Lists. CSCW Qian Zhao, Gediminas Adomavicius, F. Maxwell Harper, Martijn C. Willemsen, Joseph A. Konstan
2017	J	`jnl`	Towards Performance Modeling and Performance Prediction across IR/RecSys/NLP (Dagstuhl Perspectives Workshop 17442). Dagstuhl Reports Nicola Ferro, Norbert Fuhr, Gregory Grefenstette, Joseph A. Konstan
2017	A	`conf`	Understanding How People Use Natural Language to Ask for Recommendations. RecSys Jie Kang, Kyle Condiff, Shuo Chang, Joseph A. Konstan, Loren G. Terveen, F. Maxwell Harper
2017	J	`jnl`	What surprises does your past have for you? Inf. Syst. Fernando Mourão, Leonardo Rocha, Camila Souza Araujo, Wagner Meira Jr., Joseph A. Konstan
2016	A	`conf`	Early Activity Diversity: Assessing Newcomer Retention from First-Session Activity. CSCW Raghav Pavan Karumur, Tien T. Nguyen, Joseph A. Konstan
2016	A	`conf`	Exploring the Value of Personality in Predicting Rating Behaviors: A Study of Category Preferences on MovieLens. RecSys Raghav Pavan Karumur, Tien T. Nguyen, Joseph A. Konstan
2016	A	`conf`	Gaze Prediction for Recommender Systems. RecSys Qian Zhao, Shuo Chang, F. Maxwell Harper, Joseph A. Konstan
2016	A	`conf`	Precision CrowdSourcing: Closing the Loop to Turn Information Consumers into Information Contributors. CSCW Qian Zhao, Zihong Huang, F. Maxwell Harper, Loren G. Terveen, Joseph A. Konstan
2016	—	`ed.`	Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing, CSCW 2015, San Francisco, CA, USA, February 27 - March 2, 2016, Companion Volume CSCW Companion Darren Gergle, Meredith Ringel Morris, Pernille Bjørn, Joseph A. Konstan
2016	A	`ed.`	Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing, CSCW 2016, San Francisco, CA, USA, February 27 - March 2, 2016 CSCW Darren Gergle, Meredith Ringel Morris, Pernille Bjørn, Joseph A. Konstan
2016	A	`conf`	Relating Newcomer Personality to Survival and Activity in Recommender Systems. UMAP Raghav Pavan Karumur, Joseph A. Konstan
2016	J	`jnl`	The MovieLens Datasets: History and Context. ACM Trans. Interact. Intell. Syst. F. Maxwell Harper, Joseph A. Konstan
2015	A	`conf`	"I like to explore sometimes": Adapting to Dynamic User Novelty Preferences. RecSys Komal Kapoor, Vikas Kumar, Loren G. Terveen, Joseph A. Konstan, Paul R. Schrater
2015	—	`conf`	"Where Far Can Be Close": Finding Distant Neighbors In Recommender Systems. LocalRec@RecSys Vikas Kumar, Daniel C. Jarratt, Rahul Anand, Joseph A. Konstan, Brent J. Hecht
2015	J	`jnl`	Charting the future: scholarly publishing in CS. Commun. ACM Joseph A. Konstan, Jack W. Davidson
2015	A	`conf`	Letting Users Choose Recommender Algorithms: An Experimental Study. RecSys Michael D. Ekstrand, Daniel Kluver, F. Maxwell Harper, Joseph A. Konstan
2015	J	`jnl`	Should conferences meet journals and where?: a proposal for 'PACM'. Commun. ACM Joseph A. Konstan, Jack W. Davidson
2015	J	`jnl`	Teaching Recommender Systems at Large Scale: Evaluation and Lessons Learned from a Hybrid MOOC. ACM Trans. Comput. Hum. Interact. Joseph A. Konstan, J. D. Walker, D. Christopher Brooks, Keith Brown, Michael D. Ekstrand
2014	—	`conf`	CTS 2014 keynotes. CTS Judith S. Olson, Joseph A. Konstan, Mark D. Gross, Lucy Fortson
2014	—	`conf`	CTS 2014 panel sessions. CTS Obinna Anya, John V. Carlis, Brent J. Hecht, Daniel F. Keefe, Neale R. Chumbler, Saif S. Khairat, Joseph A. Konstan, Danilo Pani, Jason Evgenides, Janet Girton, Arlene King, Joseph Zahn, Greg Padula, Mary Galvin
2014	A	`conf`	Evaluating recommender behavior for new users. RecSys Daniel Kluver, Joseph A. Konstan
2014	A*	`conf`	Exploring the filter bubble: the effect of using recommender systems on content diversity. WWW Tien T. Nguyen, Pik-Mai Hui, F. Maxwell Harper, Loren G. Terveen, Joseph A. Konstan
2014	—	`ch.`	Study, Build, Repeat: Using Online Communities as a Research Platform. Ways of Knowing in HCI Loren G. Terveen, Joseph A. Konstan, Cliff Lampe
2014	B	`conf`	Teaching recommender systems at large scale: evaluation and lessons learned from a hybrid MOOC. L@S Joseph A. Konstan, J. D. Walker, D. Christopher Brooks, Keith Brown, Michael D. Ekstrand
2014	A	`conf`	User perception of differences in recommender algorithms. RecSys Michael D. Ekstrand, F. Maxwell Harper, Martijn C. Willemsen, Joseph A. Konstan
2013	A	`conf`	Exploiting non-content preference attributes through hybrid recommendation method. RecSys Fernando Mourão, Leonardo Rocha, Joseph A. Konstan, Wagner Meira Jr.
2013	—	`conf`	Toward identification and adoption of best practices in algorithmic recommender systems research. RepSys@RecSys Joseph A. Konstan, Gediminas Adomavicius
2012	A*	`ed.`	CHI Conference on Human Factors in Computing Systems, CHI '12, Austin, TX, USA - May 05 - 10, 2012 CHI Joseph A. Konstan, Ed H. Chi, Kristina Höök
2012	—	`ed.`	CHI Conference on Human Factors in Computing Systems, CHI '12, Extended Abstracts Volume, Austin, TX, USA, May 5-10, 2012 CHI Extended Abstracts Joseph A. Konstan, Ed H. Chi, Kristina Höök
2012	—	`conf`	Creating great user experience: facing the challenges ahead. CHI Extended Abstracts Joseph A. Konstan, Aaron Marcus, Karen Holtzblatt, Eric Schaffer
2012	J	`jnl`	Customer Service 2.0: Where Social Computing Meets Customer Relations. Computer Frank Bi, Joseph A. Konstan
2012	A	`conf`	Evolution of Experts in Question Answering Communities. ICWSM Aditya Pal, Shuo Chang, Joseph A. Konstan
2012	J	`jnl`	Exploring Question Selection Bias to Identify Experts and Potential Experts in Community Question Answering. ACM Trans. Inf. Syst. Aditya Pal, F. Maxwell Harper, Joseph A. Konstan
2012	A	`conf`	Question temporality: identification and uses. CSCW Aditya Pal, James Margatan, Joseph A. Konstan
2012	J	`jnl`	Recommender systems: from algorithms to user experience. User Model. User Adapt. Interact. Joseph A. Konstan, John Riedl
2012	A	`conf`	Socializing volunteers in an online community: a field experiment. CSCW Rosta Farzan, Robert E. Kraut, Aditya Pal, Joseph A. Konstan
2012	J	`jnl`	The Answer Is Out There: Online Q&A Sites. Computer Anuradha Uduwage, Joseph A. Konstan
2011	—	`conf`	Asked and Answered: On Qualities and Quantities of Answers in Online Q&A Sites. The Social Mobile Web John Logie, Joseph Weinberg, F. Maxwell Harper, Joseph A. Konstan
2011	J	`jnl`	Collaborative Filtering Recommender Systems. Found. Trends Hum. Comput. Interact. Michael D. Ekstrand, John Riedl, Joseph A. Konstan
2011	J	`jnl`	Design and evaluation of a command recommendation system for software applications. ACM Trans. Comput. Hum. Interact. Wei Li, Justin Matejka, Tovi Grossman, Joseph A. Konstan, George W. Fitzmaurice
2011	A	`conf`	Early Detection of Potential Experts in Question Answering Communities. UMAP Aditya Pal, Rosta Farzan, Joseph A. Konstan, Robert E. Kraut
2011	A*	`conf`	Entity-linking interfaces in user-contributed content: preference and performance. CHI Xiao Dong, F. Maxwell Harper, Joseph A. Konstan
2011	A	`conf`	Rethinking the recommender research ecosystem: reproducibility, openness, and LensKit. RecSys Michael D. Ekstrand, Michael Ludwig, Joseph A. Konstan, John Riedl
2011	A	`conf`	Tutorial / HCI for recommender systems: a tutorial. IUI Joseph A. Konstan
2011	A	`ed.`	User Modeling, Adaption and Personalization - 19th International Conference, UMAP 2011, Girona, Spain, July 11-15, 2011. Proceedings UMAP Joseph A. Konstan, Ricardo Conejo, José-Luis Marzo, Nuria Oliver
2010	J	`jnl`	AI Theory and Practice: A Discussion on Hard Challenges and Opportunities Ahead. AI Mag. Eric Horvitz, Lise Getoor, Carlos Guestrin, James A. Hendler, Joseph A. Konstan, Devika Subramanian, Michael P. Wellman, Henry A. Kautz
2010	A	`conf`	Automatically building research reading lists. RecSys Michael D. Ekstrand, Praveen Kannan, James A. Stemper, John T. Butler, Joseph A. Konstan, John Riedl
2010	J	`jnl`	Conference paper selectivity and impact. Commun. ACM Jilin Chen, Joseph A. Konstan
2010	A	`conf`	Contests: way forward or detour? RecSys Paul Resnick, Joseph A. Konstan, Andreas Hotho, Jesus Pindado
2010	A	`conf`	Expert identification in community question answering: exploring question selection bias. CIKM Aditya Pal, Joseph A. Konstan
2010	J	`jnl`	Question types in social Q&A sites. First Monday F. Maxwell Harper, Joseph Weinberg, John Logie, Joseph A. Konstan
2009	A*	`conf`	Facts or friends?: distinguishing informational and conversational questions in social Q&A sites. CHI F. Maxwell Harper, Daniel Moy, Joseph A. Konstan
2009	J	`jnl`	The Challenges of Ensuring Participant Consent in Internet-based Sex Studies: A Case Study of the Men's INTernet Sex (MINTS-I and II) Studies. J. Comput. Mediat. Commun. B. R. Simon Rosser, Laura J. Gurak, Keith J. Horvath, J. Michael Oakes, Joseph A. Konstan, Gene P. Danilenko
2008	—	`conf`	Introduction to recommender systems. SIGMOD Conference Joseph A. Konstan
2008	J	`jnl`	On exploiting classification taxonomies in recommender systems. AI Commun. Cai-Nicolas Ziegler, Georg Lausen, Joseph A. Konstan
2008	A*	`conf`	Predictors of answer quality in online Q&A sites. CHI F. Maxwell Harper, Daphne R. Raban, Sheizaf Rafaeli, Joseph A. Konstan
2008	J	`jnl`	Special issue on Recommender Systems. AI Commun. Dietmar Jannach, Markus Zanker, Joseph A. Konstan
2008	A	`conf`	Who predicts better?: results from an online study comparing humans and an online recommender system. RecSys Vinod Krishnan, Pradeep Kumar Narayanashetty, Mukesh Nathan, Richard T. Davies, Joseph A. Konstan
2007	—	`conf`	A Study of Citations in Users' Online Personal Collections. ECDL Nishikant Kapoor, John T. Butler, Sean M. McNee, Gary C. Fouty, James A. Stemper, Joseph A. Konstan
2007	A*	`conf`	Noticing notice: a large-scale experiment on the timing of software license agreements. CHI Nathaniel Good, Jens Grossklags, Deirdre K. Mulligan, Joseph A. Konstan
2007	A	`ed.`	Proceedings of the 2007 ACM Conference on Recommender Systems, RecSys 2007, Minneapolis, MN, USA, October 19-20, 2007 RecSys Joseph A. Konstan, John Riedl, Barry Smyth
2007	J	`jnl`	Resolvability of references in users' personal collections. Inf. Res. Nishikant Kapoor, John T. Butler, Gary C. Fouty, James A. Stemper, Joseph A. Konstan
2007	—	`conf`	Social Comparisons and Contributions to Online Communities: A Field Experiment on MovieLens. Computational Social Systems and the Internet Yan Chen, F. Maxwell Harper, Joseph A. Konstan, Sherry Xin Li
2007	B	`conf`	Social Comparisons to Motivate Contributions to an Online Community. PERSUASIVE F. Maxwell Harper, Sherry Xin Li, Yan Chen, Joseph A. Konstan
2007	A	`conf`	Techlens: a researcher's desktop. RecSys Nishikant Kapoor, Jilin Chen, John T. Butler, Gary C. Fouty, James A. Stemper, John Riedl, Joseph A. Konstan
2007	A*	`conf`	Watching together: integrating text chat with video. CHI Justin D. Weisz, Sara B. Kiesler, Hui Zhang, Yuqing Ren, Robert E. Kraut, Joseph A. Konstan
2006	—	`conf`	Being accurate is not enough: how accuracy metrics have hurt recommender systems. CHI Extended Abstracts Sean M. McNee, John Riedl, Joseph A. Konstan
2006	A	`conf`	Don't look stupid: avoiding pitfalls when recommending research papers. CSCW Sean M. McNee, Nishikant Kapoor, Joseph A. Konstan
2006	A*	`conf`	Lessons on Applying Automated Recommender Systems to Information-Seeking Tasks. AAAI Joseph A. Konstan, Sean M. McNee, Cai-Nicolas Ziegler, Roberto Torres, Nishikant Kapoor, John Riedl
2006	—	`conf`	Making recommendations better: an analytic model for human-recommender interaction. CHI Extended Abstracts Sean M. McNee, John Riedl, Joseph A. Konstan
2006	J	`jnl`	On the need for attention-aware systems: Measuring effects of interruption on task performance, error rate, and affective state. Comput. Hum. Behav. Brian P. Bailey, Joseph A. Konstan
2006	—	`ch.`	Recommender Systems for the Web. Visualizing the Semantic Web, 2nd Edition J. Ben Schafer, Joseph A. Konstan, John Riedl
2005	—	`conf`	An Economic Model of User Rating in an Online Recommender System. User Modeling F. Maxwell Harper, Sherry Xin Li, Yan Chen, Joseph A. Konstan
2005	A	`conf`	Beyond personalization: the next stage of recommender systems research. IUI Mark van Setten, Sean M. McNee, Joseph A. Konstan
2005	—	`ch.`	Distributed Recommender Systems for Internet Commerce. Encyclopedia of Information Science and Technology (II) Badrul Munir Sarwar, Joseph A. Konstan, John Riedl
2005	—	`conf`	How peer photos influence member participation in online communities. CHI Extended Abstracts Nishikant Kapoor, Joseph A. Konstan, Loren G. Terveen
2005	A*	`conf`	Improving recommendation lists through topic diversification. WWW Cai-Nicolas Ziegler, Sean M. McNee, Joseph A. Konstan, Georg Lausen
2005	A	`conf`	Stopping spyware at the gate: a user study of privacy, notice and spyware. SOUPS Nathaniel Good, Rachna Dhamija, Jens Grossklags, David Thaw, Steven Aronowitz, Deirdre K. Mulligan, Joseph A. Konstan
2005	J	`jnl`	The Story of Subject Naught: A Cautionary but Optimistic Tale of Internet Survey Research. J. Comput. Mediat. Commun. Joseph A. Konstan, B. R. Simon Rosser, Michael W. Ross, Jeffrey Stanton, Weston M. Edwards
2004	—	`conf`	Enhancing digital libraries with TechLens+. JCDL Roberto Torres, Sean M. McNee, Mara Abel, Joseph A. Konstan, John Riedl
2004	J	`jnl`	Evaluating collaborative filtering recommender systems. ACM Trans. Inf. Syst. Jonathan L. Herlocker, Joseph A. Konstan, Loren G. Terveen, John Riedl
2004	J	`jnl`	Introduction to recommender systems: Algorithms and Evaluation. ACM Trans. Inf. Syst. Joseph A. Konstan
2004	J	`jnl`	PocketLens: Toward a personal recommender system. ACM Trans. Inf. Syst. Bradley N. Miller, Joseph A. Konstan, John Riedl
2004	J	`jnl`	View through MetaLens: usage patterns for a meta-recommendation system. IEE Proc. Softw. J. Ben Schafer, Joseph A. Konstan, John Riedl
2003	A*	`conf`	Are informal tools better?: comparing DEMAIS, pencil and paper, and authorware for early multimedia design. CHI Brian P. Bailey, Joseph A. Konstan
2003	—	`ch.`	Collaborative Filtering: Supporting Social Navigation in Large, Crowded Infospaces. Designing Information Spaces Joseph A. Konstan, John Riedl
2003	B	`conf`	Confidence Displays and Training in Recommender Systems. INTERACT Sean M. McNee, Shyong K. Lam, Catherine Guetzlaff, Joseph A. Konstan, John Riedl
2003	—	`ch.`	GroupLens for Usenet: Experiences in Applying Collaborative Filtering to a Social Information System. From Usenet to CoWebs Bradley N. Miller, John T. Ried, Joseph A. Konstan
2003	—	`conf`	Interfaces for Eliciting New User Preferences in Recommender Systems. User Modeling Sean M. McNee, Shyong K. Lam, Joseph A. Konstan, John Riedl
2003	A*	`conf`	Is seeing believing?: how recommender system interfaces affect users' opinions. CHI Dan Cosley, Shyong K. Lam, István Albert, Joseph A. Konstan, John Riedl
2003	A	`conf`	MovieLens unplugged: experiences with an occasionally connected recommender system. IUI Bradley N. Miller, István Albert, Shyong K. Lam, Joseph A. Konstan, John Riedl
2003	—	`conf`	Spam, spam, spam, spam: how can we stop it. CHI Extended Abstracts Jenny Preece, Jonathan Lazar, Elizabeth F. Churchill, Hans J. J. de Graaff, Batya Friedman, Joseph A. Konstan
2002	J	`jnl`	An Empirical Analysis of Design Choices in Neighborhood-Based Collaborative Filtering Algorithms. Inf. Retr. Jonathan L. Herlocker, Joseph A. Konstan, John Riedl
2002	A	`conf`	Getting to know you: learning new user preferences in recommender systems. IUI Al Mamunur Rashid, István Albert, Dan Cosley, Shyong K. Lam, Sean M. McNee, Joseph A. Konstan, John Riedl
2002	A	`conf`	Meta-recommendation systems: user-controlled integration of diverse recommendations. CIKM J. Ben Schafer, Joseph A. Konstan, John Riedl
2002	A	`conf`	On the recommending of citations for research papers. CSCW Sean M. McNee, István Albert, Dan Cosley, Prateep Gopalkrishnan, Shyong K. Lam, Al Mamunur Rashid, Joseph A. Konstan, John Riedl
2002	—	`ch.`	Recommender Systems for the Web. Visualizing the Semantic Web Joseph A. Konstan, John Riedl
2002	—	`book`	Word of Mouse - The Marketing Power of Collaborative Filtering. John Thomas Riedl, Joseph A. Konstan, Eric Vrooman
2001	J	`jnl`	Content-Independent Task-Focused Recommendation. IEEE Internet Comput. Jonathan L. Herlocker, Joseph A. Konstan
2001	A*	`conf`	DEMAIS: designing multimedia applications with interactive storyboards. ACM Multimedia Brian P. Bailey, Joseph A. Konstan, John V. Carlis
2001	J	`jnl`	E-Commerce Recommendation Applications. Data Min. Knowl. Discov. J. Ben Schafer, Joseph A. Konstan, John Riedl
2001	—	`conf`	End-user Web Automation: Challenges, Experiences, Recommendations. WebNet Alex Safonov, Joseph A. Konstan, John V. Carlis
2001	—	`conf`	Heavyweight Applications of Lightweight User Models: A Look at Collaborative Filtering, Recommender Systems, and Real-Time Personalization. User Modeling Joseph A. Konstan
2001	A*	`conf`	Item-based collaborative filtering recommendation algorithms. WWW Badrul Munir Sarwar, George Karypis, Joseph A. Konstan, John Riedl
2001	—	`conf`	Ph.D. vs. startup. CHI Extended Abstracts Alan Wexelblat, Quentin Jones, Howard Abrams, Joseph A. Konstan, Michael Vernick
2001	B	`conf`	PolyLens: A recommender system for groups of user. ECSCW Mark O'Connor, Dan Cosley, Joseph A. Konstan, John Riedl
2001	B	`conf`	The Effects of Interruptions on Task Performance, Annoyance, and Anxiety in the User Interface. INTERACT Brian P. Bailey, Joseph A. Konstan, John V. Carlis
2001	J	`jnl`	Turn off the cameras-I'll take a traditional classroom. eLearn Mag. Joseph A. Konstan
2001	—	`conf`	WebMacros - a Proxy-based System for Recording and Replaying User Interactions with the Web. WWW Posters Alex Safonov, Joseph A. Konstan, John V. Carlis
2000	A*	`conf`	Analysis of recommendation algorithms for e-commerce. EC Badrul Munir Sarwar, George Karypis, Joseph A. Konstan, John Riedl
2000	A	`conf`	Explaining collaborative filtering recommendations. CSCW Jonathan L. Herlocker, Joseph A. Konstan, John Riedl
2000	J	`jnl`	JaViz: A client/server Java profiling tool. IBM Syst. J. Iffat H. Kazi, Davis P. Jose, Badis Ben-Hamida, Christian J. Hescott, Chris Kwok, Joseph A. Konstan, David J. Lilja, Pen-Chung Yew
2000	B	`conf`	Measuring the effects of interruptions on task performance in the user interface. SMC Brian P. Bailey, Joseph A. Konstan, John V. Carlis
2000	A*	`ed.`	Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30 - November 3, 2000. ACM Multimedia Shahram Ghandeharizadeh, Shih-Fu Chang, Stephen Fischer, Joseph A. Konstan, Klara Nahrstedt
2000	—	`ed.`	Proceedings of the ACM Multimedia 2000 Workshops, Los Angeles, CA, USA, October 30 - November 3, 2000 ACM Multimedia Shahram Ghandeharizadeh, Shih-Fu Chang, Stephen Fischer, Joseph A. Konstan, Klara Nahrstedt
1999	A*	`conf`	An Algorithmic Framework for Performing Collaborative Filtering. SIGIR Jonathan L. Herlocker, Joseph A. Konstan, Al Borchers, John Riedl
1999	—	`conf`	Combining Collaborative Filtering with Personal Agents for Better Recommendations. AAAI/IAAI Nathaniel Good, J. Ben Schafer, Joseph A. Konstan, Al Borchers, Badrul Munir Sarwar, Jonathan L. Herlocker, John Riedl
1999	A*	`conf`	Recommender systems in e-commerce. EC J. Ben Schafer, Joseph A. Konstan, John Riedl
1998	A	`conf`	Agents in Their Midst: Evaluating User Adaptation to Agent-assisted Interfaces. IUI Tara Gustafson, J. Ben Schafer, Joseph A. Konstan
1998	—	`conf`	CHI 98 basic research symposium. CHI Conference Summary Joseph A. Konstan, Jane Siegel
1998	—	`conf`	Creating a Multimedia Extension for Tcl Using the Java Media Framework. Tcl/Tk Conference Moses Dejong, Brian P. Bailey, Joseph A. Konstan
1998	A*	`conf`	Interactive Visualization of Serial Periodic Data. ACM Symposium on User Interface Software and Technology John V. Carlis, Joseph A. Konstan
1998	A*	`conf`	Nsync - A Toolkit for Building Interactive Multimedia Presentations. ACM Multimedia Brian P. Bailey, Joseph A. Konstan, Robert Cooley, Moses Dejong
1998	J	`jnl`	Principles for Information Visualization Spreadsheets. IEEE Computer Graphics and Applications Ed Huai-hsin Chi, John Riedl, Phillip Barry, Joseph A. Konstan
1998	J	`jnl`	Unifying HCI: the impossible possibility. ACM SIGCHI Bull. Joseph A. Konstan, Jane Siegel
1998	A	`conf`	Using Filtering Agents to Improve Prediction Quality in the GroupLens Research Collaborative Filtering System. CSCW Badrul Munir Sarwar, Joseph A. Konstan, Al Borchers, Jonathan L. Herlocker, Brad Miller, John Riedl
1997	A*	`conf`	A Spreadsheet Approach to Information Visualization. ACM Symposium on User Interface Software and Technology Ed Huai-hsin Chi, Joseph A. Konstan, Phillip Barry, John Riedl
1997	—	`conf`	A spreadsheet approach to information visualization. INFOVIS Ed Huai-hsin Chi, Phillip Barry, John Riedl, Joseph A. Konstan
1997	J	`jnl`	GroupLens: Applying Collaborative Filtering to Usenet News. Commun. ACM Joseph A. Konstan, Bradley N. Miller, David A. Maltz, Jonathan L. Herlocker, Lee R. Gordon, John Riedl
1997	J	`jnl`	Internet Self-Assessment in Pharmacology: A model for internet medical education. Comput. Educ. Joseph A. Konstan, Paul Sturm, John McLeod, Leonard Lichtblau
1997	—	`conf`	Nsync-A Constraint Based Toolkit for Multimedia. Tcl/Tk Workshop Brian P. Bailey, Joseph A. Konstan
1997	—	`ed.`	Proceedings of the Fifth Annual Tcl/Tk Workshop 1997, Boston, Massachusetts, USA, July 14-17, 1997 Tcl/Tk Workshop Joseph A. Konstan, Brent Welch
1997	—	`conf`	The Neighborhood Viewer: A Paradigm for Exploring Image Databases. CHI Extended Abstracts John V. Carlis, Alex Safonov, Douglas P. Perrin, Joseph A. Konstan
1996	J	`jnl`	Doing FLIPS: Flexible Interactive Presentation Synchronization. IEEE J. Sel. Areas Commun. James A. Schnepf, Joseph A. Konstan, David Hung-Chang Du
1996	A	`conf`	Integrating Personal and Community Recommendations in Collaborative Filtering (workshop). CSCW Joseph A. Konstan, Krishna Bharat
1996	—	`conf`	Lessons from the Neighborhood Viewer: Building Innovative Collaborative Applications in Tcl and Tk. Tcl/Tk Workshop Alex Safonov, Douglas P. Perrin, Joseph A. Konstan, John V. Carlis, Robert Elde
1995	A*	`conf`	Commands as Media: Design and Implementation of a Command Stream. ACM Multimedia Jonathan L. Herlocker, Joseph A. Konstan
1995	—	`conf`	Doing FLIPS: FLexible Interactive Presentation Synchronization. ICMCS James A. Schnepf, Joseph A. Konstan, David Hung-Chang Du
1995	—	`conf`	TclProp: A Data-Propagation Formula Manager for Tcl and Tk. Tcl/Tk Workshop Sunanda Iyengar, Joseph A. Konstan
1991	A	`conf`	Developing a GUIDE Using Object-Oriented Programming. OOPSLA Joseph A. Konstan, Lawrence A. Rowe
1991	A*	`conf`	The PICASSO applications framework. UIST Lawrence A. Rowe, Joseph A. Konstan, Brian C. Smith, Steve Seitz, Chung Liu