文章基本信息

标题：Parallel Collaborative Filtering Recommendation Algorithm based on Cloud Computing
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作者：Guohua Zhang ; Feng Bao ; Sheng Bai 等
期刊名称：International Journal of Grid and Distributed Computing
印刷版ISSN：2005-4262
出版年度：2016
卷号：9
期号：7
页码：169-176
DOI：10.14257/ijgdc.2016.9.7.18
出版社：SERSC
摘要：The paper Proposed Item parallel collaborative filtering recommendation algorithm (IP-CF). Through designing efficient parallel algorithm, compute-extensive procedures are distributed to different processing nodes in Hadoop platform. Taking advantage of parallel computing, we accelerate the response of recommendation. The experimental results show that our proposed algorithm IP-CF is more efficient and scalable than current parallel algorithms.
关键词：Recommendation system; Collaborative filtering ; Cloud computing