| Collaborative filtering recommender systems MD Ekstrand, JT Riedl, JA Konstan Foundations and Trends® in Human–Computer Interaction 4 (2), 81-173, 2011 | 1725 | 2011 |
| All the cool kids, how do they fit in?: Popularity and demographic biases in recommender evaluation and effectiveness MD Ekstrand, M Tian, IM Azpiazu, JD Ekstrand, O Anuyah, D McNeill, ... Conference on fairness, accountability and transparency, 172-186, 2018 | 287 | 2018 |
| User perception of differences in recommender algorithms MD Ekstrand, FM Harper, MC Willemsen, JA Konstan Proceedings of the 8th ACM Conference on Recommender systems, 161-168, 2014 | 283 | 2014 |
| Rethinking the recommender research ecosystem: reproducibility, openness, and lenskit MD Ekstrand, M Ludwig, JA Konstan, JT Riedl Proceedings of the fifth ACM conference on Recommender systems, 133-140, 2011 | 255 | 2011 |
| Exploring author gender in book rating and recommendation MD Ekstrand, M Tian, MRI Kazi, H Mehrpouyan, D Kluver Proceedings of the 12th ACM conference on recommender systems, 242-250, 2018 | 200 | 2018 |
| Evaluating stochastic rankings with expected exposure F Diaz, B Mitra, MD Ekstrand, AJ Biega, B Carterette Proceedings of the 29th ACM international conference on information …, 2020 | 187 | 2020 |
| Fairness in information access systems MD Ekstrand, A Das, R Burke, F Diaz Foundations and Trends® in Information Retrieval 16 (1-2), 1-177, 2022 | 182* | 2022 |
| Rating-based collaborative filtering: algorithms and evaluation D Kluver, MD Ekstrand, JA Konstan Social information access: Systems and technologies, 344-390, 2018 | 145 | 2018 |
| Behaviorism is not enough: better recommendations through listening to users MD Ekstrand, MC Willemsen Proceedings of the 10th ACM conference on recommender systems, 221-224, 2016 | 140 | 2016 |
| Letting users choose recommender algorithms: An experimental study MD Ekstrand, D Kluver, FM Harper, JA Konstan Proceedings of the 9th ACM Conference on Recommender Systems, 11-18, 2015 | 138 | 2015 |
| Automatically building research reading lists MD Ekstrand, P Kannan, JA Stemper, JT Butler, JA Konstan, JT Riedl Proceedings of the fourth ACM conference on Recommender systems, 159-166, 2010 | 123 | 2010 |
| Teaching recommender systems at large scale: Evaluation and lessons learned from a hybrid MOOC JA Konstan, JD Walker, DC Brooks, K Brown, MD Ekstrand ACM Transactions on Computer-Human Interaction (TOCHI) 22 (2), 1-23, 2015 | 117 | 2015 |
| Privacy for all: Ensuring fair and equitable privacy protections MD Ekstrand, R Joshaghani, H Mehrpouyan Conference on fairness, accountability and transparency, 35-47, 2018 | 104 | 2018 |
| Lenskit for Python: Next-generation software for recommender systems experiments MD Ekstrand Proceedings of the 29th ACM international conference on information …, 2020 | 100 | 2020 |
| When recommenders fail: predicting recommender failure for algorithm selection and combination M Ekstrand, J Riedl Proceedings of the sixth ACM conference on Recommender systems, 233-236, 2012 | 88 | 2012 |
| Building human values into recommender systems: An interdisciplinary synthesis J Stray, A Halevy, P Assar, D Hadfield-Menell, C Boutilier, A Ashar, ... ACM Transactions on Recommender Systems 2 (3), 1-57, 2024 | 60 | 2024 |
| Rating support interfaces to improve user experience and recommender accuracy TT Nguyen, D Kluver, TY Wang, PM Hui, MD Ekstrand, MC Willemsen, ... Proceedings of the 7th ACM Conference on Recommender Systems, 149-156, 2013 | 60 | 2013 |
| Measuring fairness in ranked results: An analytical and empirical comparison A Raj, MD Ekstrand Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022 | 58 | 2022 |
| Fairness and discrimination in retrieval and recommendation MD Ekstrand, R Burke, F Diaz Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019 | 56 | 2019 |
| Searching for software learning resources using application context M Ekstrand, W Li, T Grossman, J Matejka, G Fitzmaurice Proceedings of the 24th annual ACM symposium on User interface software and …, 2011 | 56 | 2011 |
Joseph A. KonstanUniversity of MinnesotaVerified email at umn.edu
