DocumentCode
3405413
Title
An implementation of a knowledge recommendation system based on similarity among users´ profiles
Author
Nakagawa, Akihito ; Ito, Takayuki
Author_Institution
Center for Knowledge Sci., Japan Adv. Inst. of Sci. & Technol., Ishikawa, Japan
Volume
1
fYear
2002
fDate
5-7 Aug. 2002
Firstpage
326
Abstract
In this paper, we propose a recommendation system which can share individuals´ knowledge and know-how for research activity. The system can recommend interesting document files to users by collaborative filtering. In the system, we employ local similarity between users and global similarity between groups. Using this system, users can find out necessary knowledge and reuse knowledge effectively.
Keywords
data mining; groupware; knowledge based systems; user modelling; collaborative filtering; global similarity; knowledge recommendation system; local similarity; user profile; Books; Collaboration; Computer networks; Databases; History; Information filtering; Information filters; Information retrieval; Knowledge management; Laboratories;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE 2002. Proceedings of the 41st SICE Annual Conference
Print_ISBN
0-7803-7631-5
Type
conf
DOI
10.1109/SICE.2002.1195415
Filename
1195415
Link To Document