Abstract
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 language | English |
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| Title of host publication | Proceedings of the 25th International Conference on Intelligent User Interfaces Companion. IUI 2020 |
| Subtitle of host publication | Proceedings of the 25th International Conference on Intelligent User Interfaces Companion (pp. 85-86) |
| Place of Publication | New York |
| Publisher | Association for Computing Machinery (ACM) |
| Pages | 85-86 |
| Number of pages | 2 |
| ISBN (Print) | 978-1-4503-7513-9 |
| DOIs | |
| Publication status | Published - 2020 |
| Event | 25th ACM International Conference on Intelligent User Interfaces, IUI 2020 - Cagliari, Italy Duration: 17 Mar 2020 → 20 Mar 2020 Conference number: 25 |
Conference
| Conference | 25th ACM International Conference on Intelligent User Interfaces, IUI 2020 |
|---|---|
| Abbreviated title | IUI ’20 |
| Country/Territory | Italy |
| City | Cagliari |
| Period | 17/03/20 → 20/03/20 |
Keywords
- Natural Language Explanations
- , Social Choice-based Aggregation Strategies
- , Group Recommendations
- Privacy
- Group Recommendations
- Social Choice-based Aggregation Strategies