A concept similarity computation based on multi-property ontology

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by Yang Xiquan, Chen Xin, Xiquan Yang, Xin Chen, Na Jia
Abstract:
In this paper, we propose a method of concept similarity calculation based on multi-property ontology, in which the relationship among properties is established under the evolutionary and taxonomy theory. In order to test the accuracy of our concept similarity calculation, we build a model of the multi-property tea ontology at first. Then, to study the tea ontology properties evolution method, we provide property weight priority algorithms. Finally by comparing our calculating result with that in the other three methods, we safely conclude that our calculating accuracy is extremely high, and the result agree with opinions of tea experts.
Reference:
A concept similarity computation based on multi-property ontology (Yang Xiquan, Chen Xin, Xiquan Yang, Xin Chen, Na Jia), In Engineering and Data Mining (SEDM), 2010.
Bibtex Entry:
@article{Xiquan2010,
abstract = {In this paper, we propose a method of concept similarity calculation based on multi-property ontology, in which the relationship among properties is established under the evolutionary and taxonomy theory. In order to test the accuracy of our concept similarity calculation, we build a model of the multi-property tea ontology at first. Then, to study the tea ontology properties evolution method, we provide property weight priority algorithms. Finally by comparing our calculating result with that in the other three methods, we safely conclude that our calculating accuracy is extremely high, and the result agree with opinions of tea experts.},
annote = {
        From Duplicate 2 ( 
        
        
          A concept similarity computation based on multi-property ontology
        
        
         - Xiquan, Yang; Xin, Chen )

        
        

        

        

      },
author = {Xiquan, Yang and Xin, Chen and Yang, Xiquan and Chen, Xin and Jia, Na},
journal = {Engineering and Data Mining (SEDM)},
keywords = {-concept similarity measure,SML-LIB-BIBLIO,Semantic Similarity,lang:ENG,multi-property feature},
mendeley-tags = {SML-LIB-BIBLIO,Semantic Similarity,lang:ENG},
pages = {538--543},
title = {{A concept similarity computation based on multi-property ontology}},
url = {http://ieeexplore.ieee.org/xpl/freeabs\_all.jsp?arnumber=5542864 http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=5542864},
year = {2010}
}
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