DocumentCode
1654754
Title
The design of personalized knowledge integration platform using digitized information resources
Author
Kao, Shu-Chen ; Tseng, Ya-Fen ; Lee, Tzai-Zang
Author_Institution
Dept. of Inf. Manage., Kun Shan Univ., Yung-Kang, Taiwan
fYear
2010
Firstpage
1
Lastpage
6
Abstract
This study proposes a personalized knowledge integration platform for personalized information and knowledge services. Two types of personalized services are provided: personalized information service and personalized subject category service. The former emphasize on providing the customized services for an individual user by using the Apriori algorithm to analyze the connection of personalized information needs. They include personalized materials recommendation and personalized message recommendation based on the analysis result of mining the historical transaction records that contains material circulations and message browsing. The later allow a user to build up the personalized knowledge environment in which he or she can receive subject related digital information recommendation to accumulate the subject knowledge. A prototype system of the personalized knowledge integration platform is designed and developed to demonstrate the proposed platform. The developed prototype is validated by the invited users to for its usability and opinions are used for its further improvement.
Keywords
data mining; information needs; information resources; knowledge management; message passing; personal information systems; recommender systems; transaction processing; Apriori algorithm; customized services; digital information recommendation; digitized information resources; historical transaction records; knowledge services; material circulations; message browsing; personalized information needs; personalized information service; personalized knowledge environment; personalized knowledge integration platform design; personalized materials recommendation; personalized services; personalized subject category service; Books; Certification; Communities; Databases; Materials; Prototypes; Servers; Data mining; Information retrieval; Knowledge integration; Personalized systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers and Industrial Engineering (CIE), 2010 40th International Conference on
Conference_Location
Awaji
Print_ISBN
978-1-4244-7295-6
Type
conf
DOI
10.1109/ICCIE.2010.5668376
Filename
5668376
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