| 371 | -- | 375 | Robin Burke, Michael D. Ekstrand, Nava Tintarev, Julita Vassileva. Preface to the special issue on fair, accountable, and transparent recommender systems |
| 377 | -- | 420 | Michael D. Ekstrand, Daniel Kluver. Exploring author gender in book rating and recommendation |
| 421 | -- | 455 | Ludovico Boratto, Gianni Fenu, Mirko Marras. Interplay between upsampling and regularization for provider fairness in recommender systems |
| 457 | -- | 511 | Yashar Deldjoo, Vito Walter Anelli, Hamed Zamani, Alejandro Bellogín, Tommaso Di Noia. A flexible framework for evaluating user and item fairness in recommender systems |
| 513 | -- | 540 | Yong Zheng, Juan Ruiz Toribio. The role of transparency in multi-stakeholder educational recommendations |
| 541 | -- | 589 | Akiva Kleinerman, Ariel Rosenfeld, Francesco Ricci 0001, Sarit Kraus. Supporting users in finding successful matches in reciprocal recommender systems |
| 591 | -- | 627 | Chun-Hua Tsai, Peter Brusilovsky. The effects of controllability and explainability in a social recommender system |
| 629 | -- | 673 | Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro. Generating post hoc review-based natural language justifications for recommender systems |