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ESLI: Enhancing slope one recommendation through local information embedding

Slope one is a popular recommendation algorithm due to its simplicity and high efficiency for sparse data. However, it often suffers from under-fitting since the global information of all relevant users/items are considered. In this paper, we propose a new scheme called enhanced slope one recommenda...

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Detalles Bibliográficos
Autores principales: Zhang, Heng-Ru, Ma, Yuan-Yuan, Yu, Xin-Chao, Min, Fan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6786606/
https://www.ncbi.nlm.nih.gov/pubmed/31600235
http://dx.doi.org/10.1371/journal.pone.0222702