Title :
A word-of-mouth information recommender system considering information reliability and user preferences
Author :
Endo, Hiroto ; Noto, Masato
Author_Institution :
Dept. of Electr., Electron. & Inf. Eng., Kanagawa Univ., Yokohama, Japan
Abstract :
In this paper, with the aim of facilitating information gathering on the Internet, we propose an information recommender system based on a word-of-mouth model that passes obtained information rapidly from one user to another while paying attention to information reliability and user preferences. The system uses a method for improving information reliability by treating user reliability and information reliability as equivalent and using an evaluation method employed on Internet auctions. It also uses a method that accommodates user preferences by changing the user that initiates communication (passes information) by using a personalized word-of-mouth agent that records user preferences. We report on very interesting phenomena revealed by our experimental results.
Keywords :
Internet; human computer interaction; information filters; mobile agents; user interfaces; Internet; evaluation method; information recommender system; information reliability; user preferences; user reliability; word of mouth agent; word of mouth model; Computer networks; IP networks; Information filtering; Information filters; Internet; Mouth; Recommender systems; Reliability engineering; Web sites; World Wide Web;
Conference_Titel :
Systems, Man and Cybernetics, 2003. IEEE International Conference on
Print_ISBN :
0-7803-7952-7
DOI :
10.1109/ICSMC.2003.1244346