DocumentCode :
480703
Title :
Discovery of a User Interests on the Internet
Author :
Li, Fang ; Li, Yihong ; Wu, Yanchen ; Zhou, Kai ; Li, Feng ; Wang, Xinguang
Author_Institution :
Dept. of Comput. Sci. & Eng., Shanghai Jiao Tong Univ., Shanghai
Volume :
1
fYear :
2008
fDate :
9-12 Dec. 2008
Firstpage :
359
Lastpage :
362
Abstract :
This paper proposes a system for finding a userpsilas interests on the Internet. It is based on his browsing behaviors and the contents of his visited pages. The system has two features. One is building userpsilas browsing interests implicitly, multiple keyword vectors, one per interest. The other is that it can generate interests by selecting different time periods. Dynamical generation can adapt to the change of user interests. Experiments show that most of generated interests are matched to userpsilas real interests. The system finds their interests automatically and dynamically.
Keywords :
Internet; behavioural sciences computing; user interfaces; Internet; browsing behaviors; multiple keyword vectors; user interests; Clustering algorithms; Computer science; Feedback; Filling; Gaussian processes; History; Intelligent agent; Internet; Vectors; Web pages; clustering; page content analysis; user interests;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Web Intelligence and Intelligent Agent Technology, 2008. WI-IAT '08. IEEE/WIC/ACM International Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
978-0-7695-3496-1
Type :
conf
DOI :
10.1109/WIIAT.2008.18
Filename :
4740472
Link To Document :
بازگشت