辽宁石油化工大学学报2013,Vol.33Issue(1):69-73,5.DOI:10.3696/j.issn.1672-6952.2013.01.018
电子商务个性化推荐系统的应用
Electronic Commerce Personalized Recommendation System Applied
摘要
Abstract
Based on the traditional electronic commerce recommendation system,these technology means such as distributed computing,publish/subscribe based on the semantic,and ontology were introduced.The personalized electronic commerce recommendation model architecture was designed.The film areas ontology was constructed,which was implemented by Protégé 3.3.1 ontology model tool.The architecture core algorithms were described in detail,which are the clustering algorithm of users characteristics and the match algorithm of publish/subscribe based on the semantic.The experimental results show that the personalized recommendation system based on publish/subscribe has a good recommendation accuracy.关键词
电子商务推荐/语义/发布/订阅/本体库Key words
Electronic commerce recommendation/ Semantic/ Publish/subscribe/ Ontology分类
信息技术与安全科学引用本文复制引用
张永攀,冯锡炜,关沧,汪俭华,毕福伟..电子商务个性化推荐系统的应用[J].辽宁石油化工大学学报,2013,33(1):69-73,5.基金项目
辽宁省教育厅科学研究项目(L2011055) (L2011055)
辽宁省教育科学"十二五"规划立项课题(JG11DB163). (JG11DB163)