DocumentCode :
441848
Title :
The study of knowledge service-oriented recommendation mechanism - a case of e-learning platform
Author :
Chao, Ruey-Ming ; Huang, Jen-Tu ; Yang, Chin-Wen
Author_Institution :
Dept. of Inf. Manage., Da-Yeh Univ., Changhua, Taiwan
Volume :
4
fYear :
2005
fDate :
18-21 Aug. 2005
Firstpage :
2228
Abstract :
With the continuing development of communication technology and the Internet, by the digital learning approaches, the learners can create a self-learning environment without physical limitation. In addition to the fashion of electronic learning, organizations devote a lot of budgets and knowledge intensive services to keep the human resource competitions with R/D of new technologies. Based on the existing digital platforms and several restricts within knowledge management systems, the human knowledge needs to become more integrated and appropriate for learners´ usage. In the economic age and new industrial revolution, the universities have become the most important knowledge service providers (KSP). This paper focused on the WALTZ2U online Web site in Da-Yeh University. In order to solve the problems mentioned above, we combined with the knowledge supply chain (KSC), content-based filtering method, and fuzzy logic to construct a knowledge-intensive recommendation service model (KIRSM) in the existing WALTZ2U platform. Under the life cycle model of knowledge, we make it become a diversified knowledge-intensive portal (KIP) with the service providing.
Keywords :
Internet; Web sites; computer aided instruction; content-based retrieval; distance learning; fuzzy logic; information filtering; knowledge representation; portals; Da-Yeh University; Internet; WALTZ2U online Web site; communication technology; content-based filtering method; digital learning approaches; electronic learning; fuzzy logic; knowledge management systems; knowledge service providers; knowledge service-oriented recommendation mechanism; knowledge supply chain; knowledge-intensive portal; knowledge-intensive recommendation service model; self-learning environment; Communications technology; Educational institutions; Electronic learning; Environmental economics; Filtering; Humans; Industrial economics; Internet; Knowledge management; Supply chains; Content-Based Filtering; E-Learning; Fuzzy Logic; Knowledge Intensive Services; Knowledge Supply Chain; Recommendation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
Type :
conf
DOI :
10.1109/ICMLC.2005.1527315
Filename :
1527315
Link To Document :
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