计算机与数字工程2013,Vol.41Issue(8):1354-1356,3.DOI:10.3969/j.issn.1672-9722.2013.08.045
基于用户社区的商品推荐方法
Method for Commodity Recommendation Based on User Community
摘要
Abstract
In this paper a new method for commodity recommendation is presented,which is based on user community service system.According to the history of the existing user behavior to divise the user community,the division of the community for the model,use this model divise new user into the corresponding community,and then according to the characteristics of the community recommended commodity for new users.The solutions for the key pmblemsin this method are given in details,including algorithm of community detection based on information entropy and collaborative recommendation algorithm based on community.关键词
用户社区/推荐系统/社区发现/协同推荐Key words
user community/ recommendation system/ community detection/ collaborative recommendation分类
信息技术与安全科学引用本文复制引用
麻风梅,王刚..基于用户社区的商品推荐方法[J].计算机与数字工程,2013,41(8):1354-1356,3.基金项目
国家自然基金项目(编号:61152003) (编号:61152003)
安康学院教改项目(编号:Jg05222)资助. (编号:Jg05222)