| 2021 | The Privacy versus Disclosure Appetite Dilemma: Mitigation by Recommendation. | Rim Ben Salem, Esma Ameur, Hicham Hage |
| 2021 | Towards Source-Aligned Variational Models for Cross-Domain Recommendation. | Aghiles Salah, Thanh-Binh Tran, Hady W. Lauw |
| 2021 | Evaluating the Robustness of Off-Policy Evaluation. | Yuta Saito, Takuma Udagawa, Haruka Kiyohara, Kazuki Mogi, Yusuke Narita, Kei Tateno |
| 2021 | Counterfactual Learning and Evaluation for Recommender Systems: Foundations, Implementations, and Recent Advances. | Yuta Saito, Thorsten Joachims |
| 2021 | RecSysOps: Best Practices for Operating a Large-Scale Recommender System. | Mohammad Saberian, Justin Basilico |
| 2021 | Generic Automated Lead Ranking in Dynamics CRM. | Royi Ronen, Hilik Berezin, Rotem Preizler, Gopal Kasturi, A. J. Ezzour, Sayalee Bhanavase, Edan Hauon, Oron Nir |
| 2021 | On the Need for a Body of Knowledge on Recommender Systems (Short paper). | Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio, Phuong Thanh Nguyen, Claudio Pomo |
| 2021 | Semi-Supervised Visual Representation Learning for Fashion Compatibility. | Ambareesh Revanur, Vijay Kumar, Deepthi Sharma |
| 2021 | Predicting Music Relistening Behavior Using the ACT-R Framework. | Markus Reiter-Haas, Emilia Parada-Cabaleiro, Markus Schedl, Elham Motamedi, Marko Tkalcic, Elisabeth Lex |
| 2021 | Shared Neural Item Representations for Completely Cold Start Problem. | Ramin Raziperchikolaei, Guannan Liang, Young-joo Chung |
| 2021 | Recommendation on Live-Streaming Platforms: Dynamic Availability and Repeat Consumption. | Jrmie Rappaz, Julian J. McAuley, Karl Aberer |
| 2021 | Controlling Personalized Recommendations in Two Dimensions with a Carousel-Based Interface. | Behnam Rahdari, Peter Brusilovsky, Alireza Javadian Sabet |
| 2021 | Connecting Students with Research Advisors Through User-Controlled Recommendation. | Behnam Rahdari, Peter Brusilovsky, Alireza Javadian Sabet |
| 2021 | Evaluating Explainable Interfaces for a Knowledge Graph-Based Recommender System. | Erasmo Purificato, Baalakrishnan Aiyer Manikandan, Prasanth Vaidya Karanam, Mahantesh Vishvanath Pattadkal, Ernesto William De Luca |
| 2021 | Siamese Neural Networks for Content-based Cold-Start Music Recommendation. | Michael Pulis, Josef Bajada |
| 2021 | Information Overload and User Satisfaction: Balance Between Reliance on Recommendations and Deliberate News Selection. | Zhixin Pu, Michael A. Beam |
| 2021 | Information Interactions in Outcome Prediction: Quantification and Interpretation using Stochastic Block Models. | Gal Poux-Mdard, Julien Velcin, Sabine Loudcher |
| 2021 | Together is Better: Hybrid Recommendations Combining Graph Embeddings and Contextualized Word Representations. | Marco Polignano, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro |
| 2021 | Multi-Step Critiquing User Interface for Recommender Systems. | Diana Andreea Petrescu, Diego Antognini, Boi Faltings |
| 2021 | Coupled or Decoupled Evaluation for Group Recommendation Methods? | Ladislav Peska, Ladislav Malecek |
| 2021 | Learning an Adaptive Meta Model-Generator for Incrementally Updating Recommender Systems. | Danni Peng, Sinno Jialin Pan, Jie Zhang, Anxiang Zeng |
| 2021 | A General Aspect-Term-Extraction Model for Multi-Criteria Recommendations (Long paper). | Paolo Pastore, Andrea Iovine, Fedelucio Narducci, Giovanni Semeraro |
| 2021 | Towards Unified Metrics for Accuracy and Diversity for Recommender Systems. | Javier Parapar, Filip Radlinski |
| 2021 | Multiobjective Recommendation for Sustainable Production Systems. | Arnault Pachot, Adelaide Albouy-Kissi, Benjamin Albouy-Kissi, Frdric Chausse |
| 2021 | 9th International Workshop on News Recommendation and Analytics. | zlem zgbek, Andreas Lommatzsch, Benjamin Kille, Peng Liu, Zhixin Pu, Jon Atle Gulla |