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