Title :
A hybrid approach to personalized web search
Author :
Wu, Xiyuan ; Fu, Yan ; Tian, Shixin ; Zheng, Qinghua ; Tian, Feng
Author_Institution :
Dept. of Comput. Sci. & Technol., Xian Jiaotong Univ., Xian, China
Abstract :
Technology develops rapidly and information floods. In the information explosion era, what people lack is not the scale of information but how to obtain the needed information quickly and accurately. Personalized search and service emerges. And the key problem is to make clear the needs of the users. In this paper, we combined user interest and collaborative filtering to reorder the search results and implemented the approach using multi-agent technology. Finally, we set up an experiment to check the effect of this method.
Keywords :
Internet; collaborative filtering; information retrieval; multi-agent systems; collaborative filtering; information explosion; information floods; multiagent technology; personalized Web search; user interest; Computational modeling; Information filters; Internet; Collaborative Filtering; Multi-Agent; Personalized Web Search; Reordering; User Interest;
Conference_Titel :
Computer Supported Cooperative Work in Design (CSCWD), 2012 IEEE 16th International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4673-1211-0
DOI :
10.1109/CSCWD.2012.6221821