DocumentCode :
2029686
Title :
An Integrated Method for Text Information Retrieval
Author :
Xu, Xiang-Hua ; Huang, Jia-lai ; Wan, Jian ; Jiang, Cong-Feng
Author_Institution :
Sch. of Comput. Sci. & Technol., Hangzhou Dianzi Univ., Hangzhou, China
fYear :
2008
fDate :
3-5 Dec. 2008
Firstpage :
400
Lastpage :
403
Abstract :
The algebra-based and ontology-based information retrieval model are investigated in this paper,from which we know the two reinforce each other to some extent. Based on this observation, an integrated method for information retrieval is presented by taking the advantage of these two models. Then, an effective matching algorithm for pairing of different characteristic words is presented to improve the similarity calculating between the query and text. The experimental results show that, compared with the algebra-based and ontology-based models, the proposed method obviously gets a better precision and recall.
Keywords :
information retrieval; ontologies (artificial intelligence); text analysis; algebra-based information retrieval model; matching algorithm; ontology-based information retrieval model; text information retrieval; Algebra; CD-ROMs; Computer science; Content based retrieval; Grid computing; Hard disks; Information resources; Information retrieval; Keyboards; Ontologies; information retrieval; ontology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Semantics, Knowledge and Grid, 2008. SKG '08. Fourth International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-0-7695-3401-5
Electronic_ISBN :
978-0-7695-3401-5
Type :
conf
DOI :
10.1109/SKG.2008.35
Filename :
4725948
Link To Document :
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