Volume 31, Issue 3

July 2021

Special Issue on Fair, Accountable, and Transparent Recommender Systems

Issue Editors:

8 articles in this issue

Preface to the special issue on fair, accountable, and transparent recommender systems
Robin Burke
Michael D. Ekstrand
Julita Vassileva
EditorialNotes 24 July 2021 Pages: 371 - 375
Exploring author gender in book rating and recommendation
Michael D. Ekstrand
Daniel Kluver
OriginalPaper 04 February 2021 Pages: 377 - 420
Interplay between upsampling and regularization for provider fairness in recommender systems
Ludovico Boratto
Gianni Fenu
Mirko Marras
OriginalPaper Open access 05 August 2021 Pages: 421 - 455
A flexible framework for evaluating user and item fairness in recommender systems
Yashar Deldjoo
Vito Walter Anelli
Tommaso Di Noia
OriginalPaper 27 January 2021 Pages: 457 - 511
The role of transparency in multi-stakeholder educational recommendations
Yong Zheng
Juan Ruiz Toribio
OriginalPaper 07 April 2021 Pages: 513 - 540
Supporting users in finding successful matches in reciprocal recommender systems
Akiva Kleinerman
Ariel Rosenfeld
Sarit Kraus
OriginalPaper 30 October 2020 Pages: 541 - 589
The effects of controllability and explainability in a social recommender system
Chun-Hua Tsai
Peter Brusilovsky
OriginalPaper 16 October 2020 Pages: 591 - 627
Generating post hoc review-based natural language justifications for recommender systems
Cataldo Musto
Marco de Gemmis
Giovanni Semeraro
OriginalPaper 30 June 2020 Pages: 629 - 673

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