| 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 | 918 | 2011 |
| 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 | 496 | 2010 |
| 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 | 466 | 2014 |
| 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 | 402 | 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 | 386 | 2015 |
| Trust building with explanation interfaces P Pu, L Chen Proceedings of the 11th international conference on Intelligent user …, 2006 | 346 | 2006 |
| Critiquing-based recommenders: survey and emerging trends L Chen, P Pu User Modeling and User-Adapted Interaction 22 (1-2), 125-150, 2012 | 295 | 2012 |
| Trust-inspiring explanation interfaces for recommender systems P Pu, L Chen Knowledge-Based Systems 20 (6), 542-556, 2007 | 269 | 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 | 263 | 2013 |
| Survey of preference elicitation methods L Chen, P Pu Technical Report IC/200467, Swiss Federal Institute of Technology in …, 2004 | 259 | 2004 |
| A Survey on Conversational Recommender Systems D Jannach, A Manzoor, W Cai, L Chen ACM Computing Surveys (CSUR) 54 (5), 1-36, 2021 | 202 | 2021 |
| 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 | 136 | 2011 |
| 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 | 118 | 2012 |
| Personality and Recommender Systems M Tkalcic, L Chen Recommender Systems Handbook, 715-739, 2015 | 113 | 2015 |
| User-involved preference elicitation for product search and recommender systems P Pu, L Chen AI Magazine 29 (4), 93, 2009 | 111 | 2009 |
| 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 | 101 | 2013 |
| Generating virtual ratings from chinese reviews to augment online recommendations W Zhang, G Ding, L Chen, C Li, C Zhang ACM Transactions on intelligent systems and technology (TIST) 4 (1), 1-17, 2013 | 100 | 2013 |
| Evaluating critiquing-based recommender agents L Chen, P Pu Proceedings of the National Conference on Artificial Intelligence 21 (1), 157, 2006 | 96 | 2006 |
| Incorporating sentiment into tag-based user profiles and resource profiles for personalized search in folksonomy H Xie, X Li, T Wang, RYK Lau, TL Wong, L Chen, FL Wang, Q Li Information Processing & Management 52 (1), 61-72, 2016 | 89 | 2016 |
| Preference-based clustering reviews for augmenting e-commerce recommendation L Chen, F Wang Knowledge-Based Systems 50, 44-59, 2013 | 88 | 2013 |
Pearl PuMaître d'enseignement et de recherche (senior scientist), EPFLVerified email at epfl.ch
