首页    期刊浏览 2024年07月03日 星期三
登录注册

文章基本信息

  • 标题:Parallel Collaborative Filtering Recommendation Algorithm based on Cloud Computing
  • 本地全文:下载
  • 作者:Guohua Zhang ; Feng Bao ; Sheng Bai
  • 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
国家哲学社会科学文献中心版权所有