An exploratory study on malay processing tool for acquisition of taxonomy using FCA

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

4 Citations (Scopus)

Abstract

In an effort to develop a tool for automatic ontology building from Malay text based on Formal Concept Analysis, an effective natural language processing (NLP) tool as the pre-processing components is needed. The goal of the study is to investigate whether existing Malay NLP tools can be a viable component to be part of the ontology learning tool. This paper discusses the outcome of the study on three NLP applications. The annotated corpus approach was adopted in this study as deemed suitable for exploratory research. Using the metrics relative subject recall and precision, the results obtained show that statistical modeling technique outperformed pola grammar technique.

Original languageEnglish
Title of host publicationProceedings - 8th International Conference on Intelligent Systems Design and Applications, ISDA 2008
Pages375-380
Number of pages6
Volume1
DOIs
Publication statusPublished - 2008
Event8th International Conference on Intelligent Systems Design and Applications, ISDA 2008 - Kaohsiung
Duration: 26 Nov 200828 Nov 2008

Other

Other8th International Conference on Intelligent Systems Design and Applications, ISDA 2008
CityKaohsiung
Period26/11/0828/11/08

Fingerprint

Taxonomies
Processing
Ontology
Formal concept analysis

ASJC Scopus subject areas

  • Artificial Intelligence
  • Control and Systems Engineering

Cite this

Ahmad Nazri, M. Z., Shamsudin, S. M., & Abu Bakar, A. (2008). An exploratory study on malay processing tool for acquisition of taxonomy using FCA. In Proceedings - 8th International Conference on Intelligent Systems Design and Applications, ISDA 2008 (Vol. 1, pp. 375-380). [4696235] https://doi.org/10.1109/ISDA.2008.254

An exploratory study on malay processing tool for acquisition of taxonomy using FCA. / Ahmad Nazri, Mohd Zakree; Shamsudin, Siti Mariyam; Abu Bakar, Azuraliza.

Proceedings - 8th International Conference on Intelligent Systems Design and Applications, ISDA 2008. Vol. 1 2008. p. 375-380 4696235.

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

Ahmad Nazri, MZ, Shamsudin, SM & Abu Bakar, A 2008, An exploratory study on malay processing tool for acquisition of taxonomy using FCA. in Proceedings - 8th International Conference on Intelligent Systems Design and Applications, ISDA 2008. vol. 1, 4696235, pp. 375-380, 8th International Conference on Intelligent Systems Design and Applications, ISDA 2008, Kaohsiung, 26/11/08. https://doi.org/10.1109/ISDA.2008.254
Ahmad Nazri MZ, Shamsudin SM, Abu Bakar A. An exploratory study on malay processing tool for acquisition of taxonomy using FCA. In Proceedings - 8th International Conference on Intelligent Systems Design and Applications, ISDA 2008. Vol. 1. 2008. p. 375-380. 4696235 https://doi.org/10.1109/ISDA.2008.254
Ahmad Nazri, Mohd Zakree ; Shamsudin, Siti Mariyam ; Abu Bakar, Azuraliza. / An exploratory study on malay processing tool for acquisition of taxonomy using FCA. Proceedings - 8th International Conference on Intelligent Systems Design and Applications, ISDA 2008. Vol. 1 2008. pp. 375-380
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