Research on E-Commerce Platform-Based Personalized Recommendation Algorithm

Aiming at data sparsity and timeliness in traditional E-commerce collaborative filtering recommendation algorithms, when constructing user-item rating matrix, this paper utilizes the feature that commodities in E-commerce system belong to different levels to fill in nonrated items by calculating RF/...

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Bibliographic Details
Main Authors: Zhijun Zhang, Gongwen Xu, Pengfei Zhang
Format: Article
Language:English
Published: Hindawi Limited 2016-01-01
Series:Applied Computational Intelligence and Soft Computing
Online Access:http://dx.doi.org/10.1155/2016/5160460