Second Workshop: Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES 2022)

Proceedings of the 16th ACM Conference on Recommender Systems Pub Date : 2022-09-18 DOI:10.1145/3523227.3547408

Eva Zangerle, Christine Bauer, A. Said

引用次数: 2

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.

查看原文

微信好友朋友圈 QQ好友复制链接

本刊更多论文

第二次研讨会:推荐系统评估的视角(Perspectives 2022)

评估推荐系统是开发推荐系统时的核心活动，无论是在工业界还是学术界。在RecSys 2022举办的第二届展望研讨会汇集了学术界和工业界对推荐系统评估的批判性反思。在2022年版的《展望》中，我们讨论了问题和经验教训，鼓励交流各种评估观点，旨在推动社区内的讨论。我们特意征集了关于推荐系统评估和经验教训的问题反思的论文。研讨会以小组讨论和全体会议的互动部分为特色，包括现场和在线讨论，以及行业主题演讲。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

求助全文

约1分钟内获得全文去求助

来源期刊

Proceedings of the 16th ACM Conference on Recommender Systems

自引率

0.00%

发文量

期刊最新文献

Heterogeneous Graph Representation Learning for multi-target Cross-Domain Recommendation Imbalanced Data Sparsity as a Source of Unfair Bias in Collaborative Filtering Position Awareness Modeling with Knowledge Distillation for CTR Prediction Multi-Modal Dialog State Tracking for Interactive Fashion Recommendation Denoising Self-Attentive Sequential Recommendation