DocumentCode
2806993
Title
A Computation Method of Concept Semantic Similarity in Heterogeneous Ontologies
Author
Zhang, Yingjun ; Zhang, Yanxia ; Pan, Lihu ; Chen, Lichao
Author_Institution
Dept. of Comput. Sci. & Technol., Taiyuan Univ. of Sci. & Technol., Taiyuan, China
fYear
2011
fDate
21-23 Nov. 2011
Firstpage
174
Lastpage
177
Abstract
In allusion to the shortcoming of the existing methods for concept similarity computation that just limited to a certain aspect of concept and can´t fully reflect the degree of concept similarity, this paper presents a calculate method of the concept semantic similarity in heterogeneous ontologies. Joining the concept of bridge-connected, this paper improves the classical computation methods of similarity at present that the distance-based similarity computation method. The improved method takes all the efforts to consider the impact of computation result cased by the semantic distance, concept attributes and the number of causes, and then set different weights to calculate the comprehensive semantic similarity between concepts. Finally compare the computation method with probability statistic method and the human subjective judgment, proving this method is valid.
Keywords
ontologies (artificial intelligence); pattern matching; semantic Web; statistical analysis; concept attribute; concept semantic similarity; distance-based similarity computation method; heterogeneous ontology; human subjective judgment; probability statistic method; semantic distance; Biomedical measurements; Educational institutions; Humans; Libraries; Ontologies; Probability; Semantics; Attribute; Heterogeneous Ontologies; Instances; Semantic Similarity; Semantic distance;
fLanguage
English
Publisher
ieee
Conference_Titel
Robot, Vision and Signal Processing (RVSP), 2011 First International Conference on
Conference_Location
Kaohsiung
Print_ISBN
978-1-4577-1881-6
Type
conf
DOI
10.1109/RVSP.2011.52
Filename
6114932
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