A New Method of Calculating the Concept Similarity

Article Preview

Abstract:

The study of Concept Similarity is a very important aspect of Knowledge Representation and Information Retrieval in Artificial Intelligence, and it is also a bottleneck that hasn’t been well solved in the Ontology Research. In this article, we take every influencing factor into account, especially the area density, a new method of concept similarity based-on Domain Ontology is suggested. The experiment results show that: the new method we proposed in this article can more reasonably describe the concept similarity.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

1951-1956

Citation:

Online since:

June 2013

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2013 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

* - Corresponding Author

[1] W3C. 2010. W3C Semantic Web Activity. http://www.w3.org/2001/sw

Google Scholar

[2] Hongge Liu, Liping Zheng, Shaofang Zhang. Ontology research and application status In Chinese edited by Information Technology Express volume 3(1). (2005)

Google Scholar

[3] Leacock C, Chodorow M. Combining Local Cont ext and WordNet Similarity f or Word Sense Identification [A]. Felbaum C ed. WordNet: An Electronic Lexical Database[M] .Cambridge, MA: MIT Pres s, 1998. 265-283.

DOI: 10.7551/mitpress/7287.003.0018

Google Scholar

[4] Lin D. An Information-Theoretic Def init ion of Similarity [A] .Proc of the Int. l Conf on Machine Learning[C] . 1998. 296- 304.

Google Scholar

[5] Tervsky. Features of Similarity [J]. Psychological Review, 84(4): 327-352.( 1977)

Google Scholar

[6] Peng Li, Lan Tao, Bizuo Wang. An improved algorithm about Semantic Similarity and its Application In Chinese. Edited by Computer Engineering and Deisgn.28(1).(2007)

Google Scholar

[7] Wenjie Li, Qiuxiang Xia. A Method of Concept Similarity Computation Based on Semantic Distance. SciVerse ScienceDirect, Prodedia Engineering 15(2011)3854-3859

DOI: 10.1016/j.proeng.2011.08.721

Google Scholar

[8] Jianhou Gan, Yue Jiang, Youming Xia. Ontology and Its Application, edited by Science Press, Beijing, China(2011),in press.

Google Scholar