Proceedings of the 3rd Workshop Perspectives on the Evaluation of Recommender Systems 2023 co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023), Singapore, Singapore, September 19, 2023 - researchr publication

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Alan Said, Eva Zangerle, Christine Bauer 0001, editors, Proceedings of the 3rd Workshop Perspectives on the Evaluation of Recommender Systems 2023 co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023), Singapore, Singapore, September 19, 2023. Volume 3476 of CEUR Workshop Proceedings, CEUR-WS.org, 2023. [doi]

Conference: recsys2023

Abstract is missing.

The Effect of Random Seeds for Data Splitting on Recommendation AccuracyLukas Wegmeth, Tobias Vente, Lennart Purucker, Joeran Beel. [doi]

Exploring Effect-Size-Based Meta-Analysis for Multi-Dataset EvaluationMete Sertkan, Sophia Althammer, Sebastian Hofstätter, Peter Knees, Julia Neidhardt. [doi]

Unveiling Challenging Cases in Text-based Recommender SystemsGhazaleh Haratinezhad Torbati, Anna Tigunova, Gerhard Weikum. [doi]

Abstract: A Common Misassumption in Online Experiments with Machine Learning ModelsOlivier Jeunen. [doi]

Multiobjective Hyperparameter Optimization of Recommender SystemsMarta Moscati, Yashar Deldjoo, Giulio Davide Carparelli, Markus Schedl. [doi]

Annotation Practices in Societally Impactful Machine Learning Applications: What are Popular Recommender Systems Models Actually Trained On?Andra-Georgiana Sav, Andrew M. Demetriou, Cynthia C. S. Liem. [doi]

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