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Introduction to the Special Issue on Perspectives on Recommender Systems Evaluation

, , and . ACM Trans. Recomm. Syst., 2 (1): 1–5 (Mar 7, 2024)
DOI: 10.1145/3648398

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Putting things in context: Challenge on Context-Aware Movie Recommendation, , and . Proceedings of the Workshop on Context-Aware Movie Recommendation, page 2--6. New York, NY, USA, ACM, (2010)Improving accountability in recommender systems research through reproducibility., and . User Model. User Adapt. Interact., 31 (5): 941-977 (2021)Data Science: An Introduction., and . Data Science in Practice, volume 46 of Studies in Big Data, Springer, (2019)Recommender Systems Evaluation., and . Encyclopedia of Social Network Analysis and Mining. 2nd Ed., Springer, (2018)Leveraging ChatGPT for Automated Human-centered Explanations in Recommender Systems., , , and . IUI, page 597-608. ACM, (2024)'Free lunch' enhancement for collaborative filtering with factorization machines., , , and . RecSys, page 281-284. ACM, (2014)Report on the 3rd Workshop on the Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES 2023) at RecSys 2023., , and . SIGIR Forum, 57 (2): 18:1-18:4 (December 2023)UMAP 2017 Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems: Organizers' Welcome & Organization., , , and . UMAP (Adjunct Publication), page 347-349. ACM, (2017)A Hybrid Approach to Item Recommendation in Folksonomies, , and . Proceedings of the WSDM '09 Workshop on Exploiting Semantic Annotations in Information Retrieval, page 25--29. New York, NY, USA, ACM, (2009)Prediction Accuracy and Autonomy., , and . Perspectives@RecSys, volume 2955 of CEUR Workshop Proceedings, CEUR-WS.org, (2021)