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Extracting user influence from ratings and trust for rating prediction in recommendations

The Collaborative Filtering (CF) algorithm based on trust has been the main method used to solve the cold start problem in Recommendation Systems (RSs) for the past few years. Nevertheless, the current trust-based CF algorithm ignores the implicit influence contained in the ratings and trust data. I...

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Detalles Bibliográficos
Autores principales: Shi, Wenchuan, Wang, Liejun, Qin, Jiwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7424568/
https://www.ncbi.nlm.nih.gov/pubmed/32788684
http://dx.doi.org/10.1038/s41598-020-70350-1