DocumentCode :
2552141
Title :
Research of the conceptual representing of documents based on light ontology
Author :
Wang, Haoming ; Guo, Ye ; Li, Jianting ; Shi, Xibing
Author_Institution :
Sch. of Inf., Xi´´an Univ. of Finance & Econ., Xi´´an, China
fYear :
2012
fDate :
29-31 May 2012
Firstpage :
1646
Lastpage :
1649
Abstract :
The traditional method of presenting a document in an Information Retrieval(IR) system is based on terms. As the the new words appear dramatically in the Internet era, this kind of method draws back the IR system´s performance. This paper puts forward an approach by using the concepts of the ontology to present the documents. Constructing the Word-Concept(W-C) model and Concept-Document(C-D) model, we compute the relevance of word-word , word-concept and concept-document. They are used to determine which page is most relevant to the query. It is proofed to be more effective than prevenient.
Keywords :
Internet; document handling; information retrieval systems; ontologies (artificial intelligence); C-D model; Internet; W-C model; concept-document relevance; conceptual document represention; information retrieval system; light ontology; word-concept model; word-concept relevance; word-word relevance; Computational modeling; Educational institutions; Indexing; Ontologies; Resource description framework; Semantics; Symmetric matrices;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
Type :
conf
DOI :
10.1109/FSKD.2012.6234292
Filename :
6234292
Link To Document :
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