DocumentCode
3132678
Title
Research on concept semantic similarity computation based on ontology
Author
Yu, Wen ; Chun-ming, Gao ; Hua-Wei, Pan
Author_Institution
Inf. Sci. & Eng. Inst., Hunan Univ., Changsha, China
Volume
2
fYear
2011
fDate
20-21 Aug. 2011
Firstpage
284
Lastpage
287
Abstract
The current concept semantic similarity calculation based on ontology does not take full advantage of the concept semantic information. In this paper we will present a new concept semantic similarity algorithm deviding the concept similarity into two parts: one is concept name similarity calculation, concept name degree and concept name edit distance calculation. The other is concept property similarity calculation, concept object property and data property calculation. Thus we obtain the actual similarity of the ontology concept according to an integrated analysis. The experimental results indicate that, compared with other similarity algorithms, this method can make full use of concept semantic information, and can obtain a better match result.
Keywords
ontologies (artificial intelligence); pattern matching; vocabulary; concept name edit distance calculation; concept object property; concept semantic similarity computation; data property calculation; ontology concept; Algorithm design and analysis; Decision support systems; Information theory; Ontologies; Semantics; Statistical learning; Concept name similarity; Concept property similarity; Name edit distance;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing, Control and Industrial Engineering (CCIE), 2011 IEEE 2nd International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-9599-3
Type
conf
DOI
10.1109/CCIENG.2011.6008120
Filename
6008120
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