| A user-centric evaluation framework for recommender systems P Pu, L Chen, R Hu Proceedings of the fifth ACM conference on Recommender systems, 157-164, 2011 | 1155 | 2011 |
| News impact on stock price return via sentiment analysis X Li, H Xie, L Chen, J Wang, X Deng Knowledge-Based Systems 69, 14-23, 2014 | 634 | 2014 |
| Temporal recommendation on graphs via long-and short-term preference fusion L Xiang, Q Yuan, S Zhao, L Chen, X Zhang, Q Yang, J Sun Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010 | 539 | 2010 |
| A Survey on Conversational Recommender Systems D Jannach, A Manzoor, W Cai, L Chen ACM Computing Surveys (CSUR) 54 (5), 1-36, 2021 | 514 | 2021 |
| Evaluating recommender systems from the user’s perspective: survey of the state of the art P Pu, L Chen, R Hu User Modeling and User-Adapted Interaction 22 (4-5), 317-355, 2012 | 500 | 2012 |
| Recommender systems based on user reviews: the state of the art L Chen, G Chen, F Wang User Modeling and User-Adapted Interaction 25 (2), 99-154, 2015 | 485 | 2015 |
| Trust building with explanation interfaces P Pu, L Chen Proceedings of the 11th international conference on Intelligent user …, 2006 | 408 | 2006 |
| Critiquing-based recommenders: survey and emerging trends L Chen, P Pu User Modeling and User-Adapted Interaction 22 (1-2), 125-150, 2012 | 366 | 2012 |
| Trust-inspiring explanation interfaces for recommender systems P Pu, L Chen Knowledge-Based Systems 20 (6), 542-556, 2007 | 316 | 2007 |
| GBPR: Group preference based bayesian personalized ranking for one-class collaborative filtering W Pan, L Chen Proceedings of the Twenty-Third international joint conference on Artificial …, 2013 | 295 | 2013 |
| Survey of preference elicitation methods L Chen, P Pu Technical Report IC/200467, Swiss Federal Institute of Technology in …, 2004 | 284 | 2004 |
| Personalized prompt learning for explainable recommendation L Li, Y Zhang, L Chen ACM Transactions on Information Systems 41 (4), 1-26, 2023 | 189 | 2023 |
| Personalized Transformer for Explainable Recommendation L Li, Y Zhang, L Chen The 59th Annual Meeting of the Association for Computational Linguistics …, 2021 | 173 | 2021 |
| Personality and recommender systems M Tkalčič, L Chen Recommender Systems Handbook, 757-787, 2022 | 169 | 2022 |
| Generate neural template explanations for recommendation L Li, Y Zhang, L Chen Proceedings of the 29th ACM International Conference on Information …, 2020 | 160 | 2020 |
| Factorization vs. regularization: fusing heterogeneous social relationships in top-n recommendation Q Yuan, L Chen, S Zhao Proceedings of the fifth ACM conference on Recommender systems, 245-252, 2011 | 145 | 2011 |
| Human Decision Making and Recommender Systems L Chen, M de Gemmis, A Felfernig, P Lops, F Ricci, G Semeraro ACM Transactions on Interactive Intelligent Systems (TiiS) 3 (3), 17, 2013 | 141 | 2013 |
| How Serendipity Improves User Satisfaction with Recommendations? A Large-Scale User Evaluation L Chen, Y Yang, N Wang, K Yang, Q Yuan The World Wide Web Conference, 240-250, 2019 | 137 | 2019 |
| Comparison of feature-level learning methods for mining online consumer reviews L Chen, L Qi, F Wang Expert Systems with Applications 39 (10), 9588-9601, 2012 | 137 | 2012 |
| Human decision making and recommender systems A Jameson, MC Willemsen, A Felfernig, M Gemmis, P Lops, G Semeraro, ... Recommender systems handbook, 611-648, 2015 | 124 | 2015 |
Pearl PuMaître d'enseignement et de recherche (senior scientist), EPFLVerified email at epfl.ch
