On Over-Specialization and Concentration Bias of Recommendations: Probabilistic Neighborhood Selection in Collaborative Filtering Systems

Panagiotis Adamopoulos, Alexander Tuzhilin

Research output: Chapter in Book/Report/Conference proceedingConference contribution

29 Citations (Scopus)
Original languageEnglish (US)
Title of host publication8th ACM Conference on Recommender Systems
Subtitle of host publicationRecSys 2014
PublisherAssociation for Computing Machinery (ACM)
DOIs
StatePublished - 2014

Bibliographical note

Nominated for best paper award

Keywords

  • Recommender Systems

Cite this

Adamopoulos, P., & Tuzhilin, A. (2014). On Over-Specialization and Concentration Bias of Recommendations: Probabilistic Neighborhood Selection in Collaborative Filtering Systems. In 8th ACM Conference on Recommender Systems: RecSys 2014 Association for Computing Machinery (ACM). https://doi.org/10.1145/2645710.2645752

On Over-Specialization and Concentration Bias of Recommendations: Probabilistic Neighborhood Selection in Collaborative Filtering Systems. / Adamopoulos, Panagiotis; Tuzhilin, Alexander.

8th ACM Conference on Recommender Systems: RecSys 2014 . Association for Computing Machinery (ACM), 2014.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adamopoulos, P & Tuzhilin, A 2014, On Over-Specialization and Concentration Bias of Recommendations: Probabilistic Neighborhood Selection in Collaborative Filtering Systems. in 8th ACM Conference on Recommender Systems: RecSys 2014 . Association for Computing Machinery (ACM). https://doi.org/10.1145/2645710.2645752
Adamopoulos P, Tuzhilin A. On Over-Specialization and Concentration Bias of Recommendations: Probabilistic Neighborhood Selection in Collaborative Filtering Systems. In 8th ACM Conference on Recommender Systems: RecSys 2014 . Association for Computing Machinery (ACM). 2014 https://doi.org/10.1145/2645710.2645752
Adamopoulos, Panagiotis ; Tuzhilin, Alexander. / On Over-Specialization and Concentration Bias of Recommendations: Probabilistic Neighborhood Selection in Collaborative Filtering Systems. 8th ACM Conference on Recommender Systems: RecSys 2014 . Association for Computing Machinery (ACM), 2014.
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