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A Cross-Domain Collaborative Filtering Algorithm Based on Feature Construction and Locally Weighted Linear Regression

Cross-domain collaborative filtering (CDCF) solves the sparsity problem by transferring rating knowledge from auxiliary domains. Obviously, different auxiliary domains have different importance to the target domain. However, previous works cannot evaluate effectively the significance of different au...

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Hlavní autoři: Xu Yu, Jun-yu Lin, Feng Jiang, Jun-wei Du, Ji-zhong Han
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi Limited 2018-01-01
Edice:Computational Intelligence and Neuroscience
On-line přístup:http://dx.doi.org/10.1155/2018/1425365
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