Second workshop: perspectives on the evaluation of recommender systems (PERSPECTIVES 2022)
Publication date
2022-09-12
Authors
Zangerle, Eva
Bauer, Christine
Said, Alan
Editors
Advisors
Supervisors
Document Type
Part of book
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taverne
Abstract
Evaluation of recommender systems is a central activity when developing recommender systems, both in industry and academia. The second edition of the PERSPECTIVES workshop held at RecSys 2022 brought together academia and industry to critically reflect on the evaluation of recommender systems. In the 2022 edition of PERSPECTIVES, we discussed problems and lessons learned, encouraged the exchange of the various perspectives on evaluation, and aimed to move the discourse forward within the community. We deliberately solicited papers reporting a reflection on problems regarding recommender systems evaluation and lessons learned. The workshop featured interactive parts with discussions in small groups as well as in the plenum, both on-site and online, and an industry keynote.
Keywords
evaluation, information retrieval, methods, personalized systems, recommender systems, Taverne, Hardware and Architecture, Software
Citation
Zangerle, E, Bauer, C & Said, A 2022, Second workshop: perspectives on the evaluation of recommender systems (PERSPECTIVES 2022). in RecSys 2022 - Proceedings of the 16th ACM Conference on Recommender Systems. Association for Computing Machinery, New York, NY, USA, pp. 652-653, 16th ACM Conference on Recommender Systems, Seattle, Washington, United States, 18/09/22. https://doi.org/10.1145/3523227.3547408, conference