Development of a semantic-based content mapping mechanism for information retrieval

Mao Yuan Pai, Ming Yen Chen, Hui Chuan Chu, Yuh-Min Chen

Research output: Contribution to journalArticle

8 Citations (Scopus)

Abstract

Most information retrieval systems use keywords entered by the user as the search criteria to find documents. However, the language used in documents is often complicated and ambiguous, and thus the results obtained by using keywords are often inaccurate. To address this problem, this study developed a semantic-based content mapping mechanism for an information retrieval system. This approach employs the semantic features and ontological structure of the content as the basis for constructing a content map, thus simplifying the search process and improving the accuracy of the returned results.

Original languageEnglish
Pages (from-to)2447-2461
Number of pages15
JournalExpert Systems With Applications
Volume40
Issue number7
DOIs
Publication statusPublished - 2013 Jun 1

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Information retrieval systems
Information retrieval
Semantics

All Science Journal Classification (ASJC) codes

  • Engineering(all)
  • Computer Science Applications
  • Artificial Intelligence

Cite this

Pai, Mao Yuan ; Chen, Ming Yen ; Chu, Hui Chuan ; Chen, Yuh-Min. / Development of a semantic-based content mapping mechanism for information retrieval. In: Expert Systems With Applications. 2013 ; Vol. 40, No. 7. pp. 2447-2461.
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Development of a semantic-based content mapping mechanism for information retrieval. / Pai, Mao Yuan; Chen, Ming Yen; Chu, Hui Chuan; Chen, Yuh-Min.

In: Expert Systems With Applications, Vol. 40, No. 7, 01.06.2013, p. 2447-2461.

Research output: Contribution to journalArticle

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