Statistical biases in Information Retrieval metrics for recommender systems

Author:

Bellogín AlejandroORCID,Castells Pablo,Cantador Iván

Funder

Secretaría de Estado de Investigación, Desarrollo e Innovación

Publisher

Springer Science and Business Media LLC

Subject

Library and Information Sciences,Information Systems

Cited by 101 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. The bias beneath: analyzing drift in YouTube’s algorithmic recommendations;Social Network Analysis and Mining;2024-08-24

2. From Variability to Stability: Advancing RecSys Benchmarking Practices;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

3. Surveying More Than Two Decades of Music Information Retrieval Research on Playlists;ACM Transactions on Intelligent Systems and Technology;2024-08-12

4. Going Beyond Popularity and Positivity Bias: Correcting for Multifactorial Bias in Recommender Systems;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

5. A survey on popularity bias in recommender systems;User Modeling and User-Adapted Interaction;2024-07-01

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