Intelligent encoding of concepts in web development retrieval

Zakos, J., Verma, B., Li, X. and Kulkarni, S. (2003). Intelligent encoding of concepts in web development retrieval. In: L. Jiao, H. Selvaraj, B. Verma and X. Yao, Proceedings of the Fifth International Conference on Computational Intelligence and Multimedia Applications. Fifth International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2003), Xian, China, (72-77). 27-30 September 2003.

Author Zakos, J.
Verma, B.
Li, X.
Kulkarni, S.
Title of paper Intelligent encoding of concepts in web development retrieval
Conference name Fifth International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2003)
Conference location Xian, China
Conference dates 27-30 September 2003
Proceedings title Proceedings of the Fifth International Conference on Computational Intelligence and Multimedia Applications
Journal name Iccima 2003: Fifth International Conference On Computational Intelligence and Multimedia Applications, Proceedings
Place of Publication Los Alamitos, U.S.A.
Publisher IEEE Computer Society
Publication Year 2003
Sub-type Fully published paper
ISBN 0-7695-1957-1
Editor L. Jiao
H. Selvaraj
B. Verma
X. Yao
Volume 1
Start page 72
End page 77
Total pages 6
Collection year 2003
Language eng
Abstract/Summary The main aim of the proposed approach presented in this paper is to improve Web information retrieval effectiveness by overcoming the problems associated with a typical keyword matching retrieval system, through the use of concepts and an intelligent fusion of confidence values. By exploiting the conceptual hierarchy of the WordNet (G. Miller, 1995) knowledge base, we show how to effectively encode the conceptual information in a document using the semantic information implied by the words that appear within it. Rather than treating a word as a string made up of a sequence of characters, we consider a word to represent a concept.
Subjects E1
280103 Information Storage, Retrieval and Management
700103 Information processing services
Keyword Internet
Information retrieval
Knowledge base systems
Q-Index Code E1

 
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Created: Fri, 24 Aug 2007, 10:20:46 EST