DocumentCode
3386316
Title
The retrieval system based on concept extending
Author
Zhang, Maoyuan ; Liu, Ming
Author_Institution
Dept. of Comput. Sci., HuaZhong Normal Univ., Wuhan, China
Volume
2
fYear
2009
fDate
28-29 Nov. 2009
Firstpage
365
Lastpage
368
Abstract
At present, the retrieval approaches could not match the concept with identical meaning but dissimilar expression. To aim at solving the problem, this paper puts forward a retrieval model based on concept extending. The system model is composed of three levels, which are the query level, the concept extending level, and the retrieval level. In the model, an extending method based on concept is proposed to extend user´s query from the concept hierarchy. This paper not only describes its extending algorithm after presenting a concept similarity between words, but also analyzes the merits of the extending method. Moreover, a result ranking method based on concept is proposed, to filter out the results with low scores at the concept level. In addition, the experiment´s result shows that the concept extending approach has improved the performance of retrieval system.
Keywords
information filtering; query processing; concept extending; query level; result ranking method; results filtering; retrieval system; Algorithm design and analysis; Application software; Computational intelligence; Computer industry; Computer science; Content based retrieval; Filters; Fuzzy set theory; Humans; Information retrieval; concept extending; ranking; similarity;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Industrial Applications, 2009. PACIIA 2009. Asia-Pacific Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-4606-3
Type
conf
DOI
10.1109/PACIIA.2009.5406582
Filename
5406582
Link To Document