| 2026 | SIGIR | Beyond Exposure Diversity: Debiasing News Consumption With Topic-Locality Calibration and Personalized Preview Nudges. | Ruixuan Sun, Matthew Zent, Minzhu Zhao, Xinyi Li, Thanmayee Boyapati, Joseph A. Konstan |
| 2025 | CHI | Multi-Prompting Scenario-based Movie Recommendation with Large Language Models: Real User Case Study. | Ruixuan Sun, Xinyi Li, Avinash Akella, Joseph A. Konstan |
| 2025 | CHIIR | Why They Come And Go: A Case Study of Productive Flyby Users and Their Rating Integrity Challenge in Movie Recommenders. | Ruixuan Sun, Ruoyan Kong, Ashlee Milton, Daniel Kluver, Ian Paterson, Joseph A. Konstan |
| 2024 | RecSys | The MovieLens Beliefs Dataset: Collecting Pre-Choice Data for Online Recommender Systems. | Guy Aridor, Duarte Gonalves, Ruoyan Kong, Daniel Kluver, Joseph A. Konstan |
| 2024 | RecSys | Conducting Recommender Systems User Studies Using POPROX. | Robin Burke, Joseph A. Konstan, Michael D. Ekstrand |
| 2023 | ETRA | Getting the Most from Eye-Tracking: User-Interaction Based Reading Region Estimation Dataset and Models. | Ruoyan Kong, Ruixuan Sun, Charles Chuankai Zhang, Chen Chen, Sneha Patri, Gayathri Gajjela, Joseph A. Konstan |
| 2022 | RecSys | RecWork: Workshop on Recommender Systems for the Future of Work. | Joseph A. Konstan, Ajith Muralidharan, Ankan Saha, Shilad Sen, Mengting Wan, Longqi Yang |
| 2021 | RecSys | Towards an Experimental News User Community as Infrastructure for Recommendation Research (abstract). | Joseph A. Konstan, Robin Burke, Edward C. Malthouse |
| 2021 | WWW | Toward the Next Generation of News Recommender Systems. | Himan Abdollahpouri, Edward C. Malthouse, Joseph A. Konstan, Bamshad Mobasher, Jeremy Gilbert |
| 2020 | RecSys | Second Workshop on the Impact of Recommender Systems at ACM RecSys '20. | Oren Sar Shalom, Dietmar Jannach, Joseph A. Konstan |
| 2019 | RecSys | Towards More Impactful Recommender Systems Research. | Dietmar Jannach, Oren Sar Shalom, Joseph A. Konstan |
| 2019 | RecSys | From preference into decision making: modeling user interactions in recommender systems. | Qian Zhao, Martijn C. Willemsen, Gediminas Adomavicius, F. Maxwell Harper, Joseph A. Konstan |
| 2018 | CHI | Content is King, Leadership Lags: Effects of Prior Experience on Newcomer Retention and Productivity in Online Production Groups. | Raghav Pavan Karumur, Bowen Yu, Haiyi Zhu, Joseph A. Konstan |
| 2018 | RecSys | Risk "Attention" or "Adventure": A Qualitative Study of Novelty and Familiarity in Music Listening. | Vikas Kumar, Sabirat Rubya, Joseph A. Konstan, Loren Terveen |
| 2018 | RecSys | Interpreting user inaction in recommender systems. | Qian Zhao, Martijn C. Willemsen, Gediminas Adomavicius, F. Maxwell Harper, Joseph A. Konstan |
| 2018 | SAC | Investigating serendipity in recommender systems based on real user feedback. | Denis Kotkov, Joseph A. Konstan, Qian Zhao, Jari Veijalainen |
| 2018 | SAC | Movieexplorer: building an interactive exploration tool from ratings and latent taste spaces. | Taavi T. Taijala, Martijn C. Willemsen, Joseph A. Konstan |
| 2018 | SAC | Explicit or implicit feedback? engagement or satisfaction?: a field experiment on machine-learning-based recommender systems. | Qian Zhao, F. Maxwell Harper, Gediminas Adomavicius, Joseph A. Konstan |
| 2017 | CHI | A Community Rather Than A Union: Understanding Self-Organization Phenomenon on MTurk and How It Impacts Turkers and Requesters. | Xinyi Wang, Haiyi Zhu, Yangyun Li, Yu Cui, Joseph A. Konstan |
| 2017 | CSCW | Toward Better Interactions in Recommender Systems: Cycling and Serpentining Approaches for Top-N Item Lists. | Qian Zhao, Gediminas Adomavicius, F. Maxwell Harper, Martijn C. Willemsen, Joseph A. Konstan |
| 2017 | RecSys | Understanding How People Use Natural Language to Ask for Recommendations. | Jie Kang, Kyle Condiff, Shuo Chang, Joseph A. Konstan, Loren G. Terveen, F. Maxwell Harper |
| 2016 | CSCW | Early Activity Diversity: Assessing Newcomer Retention from First-Session Activity. | Raghav Pavan Karumur, Tien T. Nguyen, Joseph A. Konstan |
| 2016 | CSCW | Precision CrowdSourcing: Closing the Loop to Turn Information Consumers into Information Contributors. | Qian Zhao, Zihong Huang, F. Maxwell Harper, Loren G. Terveen, Joseph A. Konstan |
| 2016 | RecSys | Exploring the Value of Personality in Predicting Rating Behaviors: A Study of Category Preferences on MovieLens. | Raghav Pavan Karumur, Tien T. Nguyen, Joseph A. Konstan |
| 2016 | RecSys | Gaze Prediction for Recommender Systems. | Qian Zhao, Shuo Chang, F. Maxwell Harper, Joseph A. Konstan |
| 2015 | RecSys | Letting Users Choose Recommender Algorithms: An Experimental Study. | Michael D. Ekstrand, Daniel Kluver, F. Maxwell Harper, Joseph A. Konstan |
| 2015 | RecSys | "I like to explore sometimes": Adapting to Dynamic User Novelty Preferences. | Komal Kapoor, Vikas Kumar, Loren G. Terveen, Joseph A. Konstan, Paul R. Schrater |
| 2015 | RecSys | "Where Far Can Be Close": Finding Distant Neighbors In Recommender Systems. | Vikas Kumar, Daniel C. Jarratt, Rahul Anand, Joseph A. Konstan, Brent J. Hecht |
| 2014 | RecSys | User perception of differences in recommender algorithms. | Michael D. Ekstrand, F. Maxwell Harper, Martijn C. Willemsen, Joseph A. Konstan |
| 2014 | RecSys | Evaluating recommender behavior for new users. | Daniel Kluver, Joseph A. Konstan |
| 2014 | WWW | Exploring the filter bubble: the effect of using recommender systems on content diversity. | Tien T. Nguyen, Pik-Mai Hui, F. Maxwell Harper, Loren G. Terveen, Joseph A. Konstan |
| 2013 | RecSys | Toward identification and adoption of best practices in algorithmic recommender systems research. | Joseph A. Konstan, Gediminas Adomavicius |
| 2013 | RecSys | Exploiting non-content preference attributes through hybrid recommendation method. | Fernando Mouro, Leonardo Rocha, Joseph A. Konstan, Wagner Meira Jr. |
| 2012 | CHI | Creating great user experience: facing the challenges ahead. | Joseph A. Konstan, Aaron Marcus, Karen Holtzblatt, Eric Schaffer |
| 2012 | CSCW | Socializing volunteers in an online community: a field experiment. | Rosta Farzan, Robert E. Kraut, Aditya Pal, Joseph A. Konstan |
| 2012 | CSCW | Question temporality: identification and uses. | Aditya Pal, James Margatan, Joseph A. Konstan |
| 2012 | ICWSM | Evolution of Experts in Question Answering Communities. | Aditya Pal, Shuo Chang, Joseph A. Konstan |
| 2011 | CHI | Entity-linking interfaces in user-contributed content: preference and performance. | Xiao Dong, F. Maxwell Harper, Joseph A. Konstan |
| 2011 | ICWSM | Asked and Answered: On Qualities and Quantities of Answers in Online Q&A Sites. | John Logie, Joseph Weinberg, F. Maxwell Harper, Joseph A. Konstan |
| 2011 | IUI | Tutorial / HCI for recommender systems: a tutorial. | Joseph A. Konstan |
| 2011 | RecSys | Rethinking the recommender research ecosystem: reproducibility, openness, and LensKit. | Michael D. Ekstrand, Michael Ludwig, Joseph A. Konstan, John Riedl |
| 2010 | CIKM | Expert identification in community question answering: exploring question selection bias. | Aditya Pal, Joseph A. Konstan |
| 2010 | RecSys | Automatically building research reading lists. | Michael D. Ekstrand, Praveen Kannan, James A. Stemper, John T. Butler, Joseph A. Konstan, John Riedl |
| 2010 | RecSys | Contests: way forward or detour? | Paul Resnick, Joseph A. Konstan, Andreas Hotho, Jesus Pindado |
| 2009 | CHI | Facts or friends?: distinguishing informational and conversational questions in social Q&A sites. | F. Maxwell Harper, Daniel Moy, Joseph A. Konstan |
| 2008 | CHI | Predictors of answer quality in online Q&A sites. | F. Maxwell Harper, Daphne R. Raban, Sheizaf Rafaeli, Joseph A. Konstan |
| 2008 | RecSys | Who predicts better?: results from an online study comparing humans and an online recommender system. | Vinod Krishnan, Pradeep Kumar Narayanashetty, Mukesh Nathan, Richard T. Davies, Joseph A. Konstan |
| 2008 | SIGMOD | Introduction to recommender systems. | Joseph A. Konstan |
| 2007 | CHI | Noticing notice: a large-scale experiment on the timing of software license agreements. | Nathaniel Good, Jens Grossklags, Deirdre K. Mulligan, Joseph A. Konstan |
| 2007 | CHI | Watching together: integrating text chat with video. | Justin D. Weisz, Sara B. Kiesler, Hui Zhang, Yuqing Ren, Robert E. Kraut, Joseph A. Konstan |
| 2007 | Persuasive | Social Comparisons to Motivate Contributions to an Online Community. | F. Maxwell Harper, Sherry Xin Li, Yan Chen, Joseph A. Konstan |
| 2007 | RecSys | Techlens: a researcher's desktop. | Nishikant Kapoor, Jilin Chen, John T. Butler, Gary C. Fouty, James A. Stemper, John Riedl, Joseph A. Konstan |
| 2006 | AAAI | Lessons on Applying Automated Recommender Systems to Information-Seeking Tasks. | Joseph A. Konstan, Sean M. McNee, Cai-Nicolas Ziegler, Roberto Torres, Nishikant Kapoor, John Riedl |
| 2006 | CHI | Being accurate is not enough: how accuracy metrics have hurt recommender systems. | Sean M. McNee, John Riedl, Joseph A. Konstan |
| 2006 | CHI | Making recommendations better: an analytic model for human-recommender interaction. | Sean M. McNee, John Riedl, Joseph A. Konstan |
| 2006 | CSCW | Don't look stupid: avoiding pitfalls when recommending research papers. | Sean M. McNee, Nishikant Kapoor, Joseph A. Konstan |
| 2005 | CHI | How peer photos influence member participation in online communities. | Nishikant Kapoor, Joseph A. Konstan, Loren G. Terveen |
| 2005 | IUI | Beyond personalization: the next stage of recommender systems research. | Mark van Setten, Sean M. McNee, Joseph A. Konstan |
| 2005 | WWW | Improving recommendation lists through topic diversification. | Cai-Nicolas Ziegler, Sean M. McNee, Joseph A. Konstan, Georg Lausen |
| 2005 | SOUPS | Stopping spyware at the gate: a user study of privacy, notice and spyware. | Nathaniel Good, Rachna Dhamija, Jens Grossklags, David Thaw, Steven Aronowitz, Deirdre K. Mulligan, Joseph A. Konstan |
| 2003 | CHI | Are informal tools better?: comparing DEMAIS, pencil and paper, and authorware for early multimedia design. | Brian P. Bailey, Joseph A. Konstan |
| 2003 | CHI | Is seeing believing?: how recommender system interfaces affect users' opinions. | Dan Cosley, Shyong K. Lam, Istvn Albert, Joseph A. Konstan, John Riedl |
| 2003 | CHI | Spam, spam, spam, spam: how can we stop it. | Jenny Preece, Jonathan Lazar, Elizabeth F. Churchill, Hans J. J. de Graaff, Batya Friedman, Joseph A. Konstan |
| 2003 | Interact | Confidence Displays and Training in Recommender Systems. | Sean M. McNee, Shyong K. Lam, Catherine Guetzlaff, Joseph A. Konstan, John Riedl |
| 2003 | IUI | MovieLens unplugged: experiences with an occasionally connected recommender system. | Bradley N. Miller, Istvn Albert, Shyong K. Lam, Joseph A. Konstan, John Riedl |
| 2002 | CIKM | Meta-recommendation systems: user-controlled integration of diverse recommendations. | J. Ben Schafer, Joseph A. Konstan, John Riedl |
| 2002 | CSCW | On the recommending of citations for research papers. | Sean M. McNee, Istvn Albert, Dan Cosley, Prateep Gopalkrishnan, Shyong K. Lam, Al Mamunur Rashid, Joseph A. Konstan, John Riedl |
| 2002 | IUI | Getting to know you: learning new user preferences in recommender systems. | Al Mamunur Rashid, Istvn Albert, Dan Cosley, Shyong K. Lam, Sean M. McNee, Joseph A. Konstan, John Riedl |
| 2001 | CHI | Ph.D. vs. startup. | Alan Wexelblat, Quentin Jones, Howard Abrams, Joseph A. Konstan, Michael Vernick |
| 2001 | ECSCW | PolyLens: A recommender system for groups of user. | Mark O'Connor, Dan Cosley, Joseph A. Konstan, John Riedl |
| 2001 | Interact | The Effects of Interruptions on Task Performance, Annoyance, and Anxiety in the User Interface. | Brian P. Bailey, Joseph A. Konstan, John V. Carlis |
| 2001 | WWW | WebMacros - a Proxy-based System for Recording and Replaying User Interactions with the Web. | Alex Safonov, Joseph A. Konstan, John V. Carlis |
| 2001 | WWW | Item-based collaborative filtering recommendation algorithms. | Badrul Munir Sarwar, George Karypis, Joseph A. Konstan, John Riedl |
| 2000 | CSCW | Explaining collaborative filtering recommendations. | Jonathan L. Herlocker, Joseph A. Konstan, John Riedl |
| 2000 | SMC | Measuring the effects of interruptions on task performance in the user interface. | Brian P. Bailey, Joseph A. Konstan, John V. Carlis |
| 1999 | AAAI | Combining Collaborative Filtering with Personal Agents for Better Recommendations. | Nathaniel Good, J. Ben Schafer, Joseph A. Konstan, Al Borchers, Badrul Munir Sarwar, Jonathan L. Herlocker, John Riedl |
| 1999 | SIGIR | An Algorithmic Framework for Performing Collaborative Filtering. | Jonathan L. Herlocker, Joseph A. Konstan, Al Borchers, John Riedl |
| 1998 | CHI | CHI 98 basic research symposium. | Joseph A. Konstan, Jane Siegel |
| 1998 | CSCW | Using Filtering Agents to Improve Prediction Quality in the GroupLens Research Collaborative Filtering System. | Badrul Munir Sarwar, Joseph A. Konstan, Al Borchers, Jonathan L. Herlocker, Brad Miller, John Riedl |
| 1998 | IUI | Agents in Their Midst: Evaluating User Adaptation to Agent-assisted Interfaces. | Tara Gustafson, J. Ben Schafer, Joseph A. Konstan |
| 1998 | UIST | Interactive Visualization of Serial Periodic Data. | John V. Carlis, Joseph A. Konstan |
| 1997 | CHI | The Neighborhood Viewer: A Paradigm for Exploring Image Databases. | John V. Carlis, Alex Safonov, Douglas P. Perrin, Joseph A. Konstan |
| 1997 | UIST | A Spreadsheet Approach to Information Visualization. | Ed Huai-hsin Chi, Joseph A. Konstan, Phillip Barry, John Riedl |
| 1996 | CSCW | Integrating Personal and Community Recommendations in Collaborative Filtering (workshop). | Joseph A. Konstan, Krishna Bharat |
| 1991 | OOPSLA | Developing a GUIDE Using Object-Oriented Programming. | Joseph A. Konstan, Lawrence A. Rowe |
| 1991 | UIST | The PICASSO applications framework. | Lawrence A. Rowe, Joseph A. Konstan, Brian C. Smith, Steve Seitz, Chung Liu |