Abstract
Although most existing recommender systems support single users, there are many scenarios where these systems target the needs of groups. Traits such as group mood, emotional contagion, and interpersonal relationships are often ill-defined characteristics, tend to mutate over time, and are usually missing from the systems’ modeling, even though they play an indispensable part in group modeling. Furthermore, producing timely and accurate recommendations for groups that are explainable, fair, and privacy-protecting is a notoriously tricky challenge since group members may have divergent views and needs. The second GMAP workshop aims at bringing together a community of researchers focused on group modeling, adaptation, and personalization. The objective is to explore the challenges and opportunities of developing effective methods and tools to support group decision-making. The workshop, we brought together researchers from several disciplines, including Psychology, Computer Science, and Organizational Behavior, to discuss their latest research and ideas on this topic. It also provided opportunities for participants to share their research and experiences and to collaborate and network with other researchers in this field. The long-term goal is to foster a vibrant and inclusive community of researchers committed to advancing our understanding of group modeling, adaptation, and personalization by bringing together experts from different disciplines and perspectives. Throughout this workshop, we aim to identify critical challenges and opportunities in this area and develop a shared research agenda to guide future work.
Original language | English |
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Title of host publication | Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization |
Place of Publication | New York, NY, USA |
Publisher | Association for Computing Machinery |
Pages | 249–252 |
Number of pages | 4 |
ISBN (Electronic) | 978-1-4503-9891-6 |
ISBN (Print) | 9781450398916 |
DOIs | |
Publication status | Published - 2023 |
Event | 2nd Workshop on Group Modeling, Adaptation and Personalization - Limassol, Cyprus Duration: 26 Jun 2023 → 29 Jun 2023 Conference number: 2 https://dl.acm.org/doi/abs/10.1145/3563359.3595628 |
Workshop
Workshop | 2nd Workshop on Group Modeling, Adaptation and Personalization |
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Abbreviated title | GMAP 2023 |
Country/Territory | Cyprus |
City | Limassol |
Period | 26/06/23 → 29/06/23 |
Internet address |
Keywords
- Privacy
- Explainability
- Group Formation
- Group Psychology
- Group Recommender Systems