DocumentCode :
3516033
Title :
The Research on Concept Semantic Similarity Computing Based on Semantic Tree
Author :
Zhang Wei ; Duan Liguo ; Chen Junjie
Author_Institution :
Comput. & Software Coll., Taiyuan Univ. of Technol., Taiyuan, China
fYear :
2010
fDate :
28-29 Oct. 2010
Firstpage :
324
Lastpage :
327
Abstract :
The concept semantic similarity computation has vast application in the question answering system field, semantic similarity is becoming the basis of semantic expansion in the question answering system, and influences the recall rate and precision rate of the question answering system immensely. After we analyze the traditional method of semantic similarity computation, we consider comprehensively the important influential factors: depth, density, strength of the edge and concept semantic overlap degree, concept level difference. The paper presents a semantic tree-based concept semantic similarity computation method, and verifies the algorithm´s validity.
Keywords :
query formulation; query processing; question answering (information retrieval); semantic Web; concept semantic similarity computation; precision rate; question answering system; recall rate; semantic tree; Calculators; Equations; Mathematical model; Ontologies; Semantics; Software algorithms; concept semantic similarity; question answering system; semantic distance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligence Information Processing and Trusted Computing (IPTC), 2010 International Symposium on
Conference_Location :
Huanggang
Print_ISBN :
978-1-4244-8148-4
Electronic_ISBN :
978-0-7695-4196-9
Type :
conf
DOI :
10.1109/IPTC.2010.43
Filename :
5663220
Link To Document :
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