Ontology-driven semantic digital library

Shahrul Azman Mohd Noah, Nor Afni Raziah Alias, Nurul Aida Osman, Zuraidah Abdullah, Nazlia Omar, Yazrina Yahya, Maryati Mohd. Yusof

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Abstract

This paper discusses an on-going research project in developing a semantic digital library for academic institution. It provides another view of semantic information retrieval for digital library from the perspective of semantic technology and ontology. We proposed an approach for managing, organizing and populating ontology for document collections in digital library. In this sense the document metadata and content are inserted and populated to a knowledge base which allows sophisticated query and searching. The paper also proposed an ontology based information retrieval model which is based on the classic vector space model which includes document annotation, instance-based weighting and concept-based ranking.

Original languageEnglish
Title of host publicationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Pages141-150
Number of pages10
Volume6458 LNCS
DOIs
Publication statusPublished - 2010
Event6th Asia Information Retrieval Societies Conference, AIRS 2010 - Taipei
Duration: 1 Dec 20103 Dec 2010

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6458 LNCS
ISSN (Print)03029743
ISSN (Electronic)16113349

Other

Other6th Asia Information Retrieval Societies Conference, AIRS 2010
CityTaipei
Period1/12/103/12/10

Fingerprint

Digital libraries
Digital Libraries
Ontology
Semantics
Information retrieval
Information Retrieval
Vector Space Model
Vector spaces
Metadata
Knowledge Base
Weighting
Annotation
Ranking
Query
Model

Keywords

  • digital library
  • information retrieval
  • ontology
  • semantic technology

ASJC Scopus subject areas

  • Computer Science(all)
  • Theoretical Computer Science

Cite this

Mohd Noah, S. A., Alias, N. A. R., Osman, N. A., Abdullah, Z., Omar, N., Yahya, Y., & Mohd. Yusof, M. (2010). Ontology-driven semantic digital library. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 6458 LNCS, pp. 141-150). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6458 LNCS). https://doi.org/10.1007/978-3-642-17187-1_13

Ontology-driven semantic digital library. / Mohd Noah, Shahrul Azman; Alias, Nor Afni Raziah; Osman, Nurul Aida; Abdullah, Zuraidah; Omar, Nazlia; Yahya, Yazrina; Mohd. Yusof, Maryati.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6458 LNCS 2010. p. 141-150 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6458 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mohd Noah, SA, Alias, NAR, Osman, NA, Abdullah, Z, Omar, N, Yahya, Y & Mohd. Yusof, M 2010, Ontology-driven semantic digital library. in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 6458 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6458 LNCS, pp. 141-150, 6th Asia Information Retrieval Societies Conference, AIRS 2010, Taipei, 1/12/10. https://doi.org/10.1007/978-3-642-17187-1_13
Mohd Noah SA, Alias NAR, Osman NA, Abdullah Z, Omar N, Yahya Y et al. Ontology-driven semantic digital library. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6458 LNCS. 2010. p. 141-150. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-642-17187-1_13
Mohd Noah, Shahrul Azman ; Alias, Nor Afni Raziah ; Osman, Nurul Aida ; Abdullah, Zuraidah ; Omar, Nazlia ; Yahya, Yazrina ; Mohd. Yusof, Maryati. / Ontology-driven semantic digital library. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6458 LNCS 2010. pp. 141-150 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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