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Enhancing the scalability of distance-based link prediction algorithms in recommender systems through similarity selection

Slope One algorithm and its descendants measure user-score distance and use the statistical score distance between users to predict unknown ratings, as opposed to the typical collaborative filtering algorithm that uses similarity for neighbor selection and prediction. Compared to collaborative filte...

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Detalles Bibliográficos
Autores principales: Su, Zhan, Huang, Zhong, Ai, Jun, Zhang, Xuanxiong, Shang, Lihui, Zhao, Fengyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9333256/
https://www.ncbi.nlm.nih.gov/pubmed/35901112
http://dx.doi.org/10.1371/journal.pone.0271891