DocumentCode :
2735355
Title :
An Iterative, Collaborative Ontology Construction Scheme
Author :
Lin, Hsin-Nan ; Tseng, Shian-Shyong ; Weng, Jui-Feng ; Lin, Huan-Yu ; Su, Jun-Ming
Author_Institution :
Nat. Chiao Tung Univ., Hsinchu
fYear :
2007
fDate :
5-7 Sept. 2007
Firstpage :
150
Lastpage :
150
Abstract :
Nowadays, ontology of subject knowledge is applied for intelligent e-learning to provide learners with adaptive learning guidance and efficient learning content management. However, it is difficult and costly to construct an ontology for a given domain even though using the GUI tools. Therefore, how to propose an easy way to acquire the knowledge of experts, how to integrate these diverse opinions of experts into the consensus, and how to incrementally refine and converge the ontology to maintain the most suitable one have been paid attention recently. Accordingly, in this paper, we propose an Iterative, Collaborative Ontology Construction (ICOC) scheme. In each iteration, our proposed wild-like online ontology editor can help users collaboratively contribute their knowledge. Next, it automatically generates an appropriate questionnaire to converge the opinions of users to a new version of ontology using a Delphi-like method. The convergence process stops when all the relations are converged or eliminated by the questionnaire analysis. According to this ICOC scheme, the created ontology can be more acceptable.
Keywords :
graphical user interfaces; learning (artificial intelligence); ontologies (artificial intelligence); GUI tools; intelligent e-learning; ontology construction; Adaptive control; Application software; Computer science; Content management; Convergence; Electronic learning; Information analysis; Information science; Online Communities/Technical Collaboration; Ontologies;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Innovative Computing, Information and Control, 2007. ICICIC '07. Second International Conference on
Conference_Location :
Kumamoto
Print_ISBN :
0-7695-2882-1
Type :
conf
DOI :
10.1109/ICICIC.2007.164
Filename :
4427795
Link To Document :
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