Non-IID Recommender Systems: A Review and Framework of Recommendation Paradigm Shifting

While recommendation plays an increasingly critical role in our living, study, work, and entertainment, the recommendations we receive are often for irrelevant, duplicate, or uninteresting products and services. A critical reason for such bad recommendations lies in the intrinsic assumption that rec...

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Detalhes bibliográficos

Autor principal:	Longbing Cao
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2016-06-01
coleção:	Engineering
Assuntos:	Independent and identically distributed (IID) Non-IID Heterogeneity Coupling relationship Coupling learning Relational learning IIDness learning Non-IIDness learning Recommender system Recommendation Non-IID recommendation
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2095809916309481
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