Documents

DOI

Explanations can be used to supply transparency in recommender systems (RSs). However, when presenting a shared explanation to a group, we need to balance users' need for privacy with their need for transparency. This is particularly challenging when group members have highly diverging tastes and individuals are confronted with items they do not like, for the benefit of the group. This paper investigates which information people would like to disclose in explanations for group recommendations in the music domain.
Original languageEnglish
Title of host publicationProceedings of the 25th International Conference on Intelligent User Interfaces Companion. IUI 2020
Subtitle of host publicationProceedings of the 25th International Conference on Intelligent User Interfaces Companion (pp. 85-86)
Place of PublicationNew York
PublisherAssociation for Computing Machinery (ACM)
Pages85-86
Number of pages2
ISBN (Print)978-1-4503-7513-9
DOIs
Publication statusPublished - 2020
Event25th ACM International Conference on Intelligent User Interfaces, IUI 2020 - Cagliari, Italy
Duration: 17 Mar 202020 Mar 2020
Conference number: 25

Conference

Conference25th ACM International Conference on Intelligent User Interfaces, IUI 2020
Abbreviated titleIUI ’20
CountryItaly
CityCagliari
Period17/03/2020/03/20

    Research areas

  • Natural Language Explanations, , Social Choice-based Aggregation Strategies, , Group Recommendations, Privacy, Group Recommendations, Social Choice-based Aggregation Strategies

ID: 71672777