Title :
Research on the model of Integration with Semantic Web and Agent Personalized Recommendation System
Author :
Sui, Xin ; Wang, Suozhu ; Li, Zhaowei
Author_Institution :
Coll. of Inf. Eng., Capital Normal Univ., Beijing
Abstract :
To overcome the disadvantages of the existing recommender system such as intelligence, adaptive, flexibility ability and the limitations of accuracy and efficiency for the results, the framework model of integration with semantic Web and agent personalized recommendation system in e-commerce (SWAPRS) is designed based on semantic Web and agent and Web mining technology. The function module of SWAPRS is constructed to be an autonomy intelligent agent by means of agent technology in this architecture. The work flow of recommender system and function of module are discussed in this paper.
Keywords :
data mining; electronic commerce; information filters; multi-agent systems; semantic Web; Web mining technology; agent personalized recommendation system; autonomy intelligent agent; e-commerce; semantic Web; Collaborative work; Computer networks; Design engineering; Educational institutions; Intelligent agent; Intelligent systems; Recommender systems; Semantic Web; Web services; Web sites; Agent; Personalization; Recommendation System; Semantic Web;
Conference_Titel :
Computer Supported Cooperative Work in Design, 2009. CSCWD 2009. 13th International Conference on
Conference_Location :
Santiago
Print_ISBN :
978-1-4244-3534-0
Electronic_ISBN :
978-1-4244-3535-7
DOI :
10.1109/CSCWD.2009.4968064
