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Promoting Cold-Start Items in Recommender Systems

As one of the major challenges, cold-start problem plagues nearly all recommender systems. In particular, new items will be overlooked, impeding the development of new products online. Given limited resources, how to utilize the knowledge of recommender systems and design efficient marketing strateg...

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Detalles Bibliográficos
Autores principales: Liu, Jin-Hu, Zhou, Tao, Zhang, Zi-Ke, Yang, Zimo, Liu, Chuang, Li, Wei-Min
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4257537/
https://www.ncbi.nlm.nih.gov/pubmed/25479013
http://dx.doi.org/10.1371/journal.pone.0113457