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Extracting knowledge from english translated quran using NLP pattern

Ontology is able to represent knowledge from an abstract view into formal semantics. It is essential for the success of knowledge-based systems because it has been used to share vocabulary, discover new knowledge, flexible access of knowledge and easy integration of kno...

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Main Authors: Rohana, Ismail, Zainab, Abu Bakar, Nurazzah, Abd Rahman
Format: Article
Language:English
Published: Penerbit UTM Press 2015
Subjects:
QA75 Electronic computers. Computer science
Online Access:http://eprints.unisza.edu.my/6905/1/FH02-FIK-15-04633.jpg
http://eprints.unisza.edu.my/6905/
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spelling my-unisza-ir.69052022-09-13T04:51:03Z http://eprints.unisza.edu.my/6905/ Extracting knowledge from english translated quran using NLP pattern Rohana, Ismail Zainab, Abu Bakar Nurazzah, Abd Rahman QA75 Electronic computers. Computer science Ontology is able to represent knowledge from an abstract view into formal semantics. It is essential for the success of knowledge-based systems because it has been used to share vocabulary, discover new knowledge, flexible access of knowledge and easy integration of knowledge. Currently, Ontology from Quran is not complete and most of the development is done manually. Manual development of ontology is time consuming and labor intensive task. Hence, the automatic or semi-automatic ontology development which is a field of Ontology Learning is needed to efficiently extract knowledge and transform it into Ontology. Current techniques employed in Ontology Learning are based on statistical and Natural Language Processing.This paper provides result from an experiment to extract knowledge usingthe existing Natural Language Processing (NLP) Pattern based on the Ontology Learning approach. Initial experiment shows that the pattern could be used to extract knowledge in terms of relations that exist in English translated Quran. In addition, NLP could also use to identify new pattern that can be further explored. Penerbit UTM Press 2015 Article PeerReviewed image en http://eprints.unisza.edu.my/6905/1/FH02-FIK-15-04633.jpg Rohana, Ismail and Zainab, Abu Bakar and Nurazzah, Abd Rahman (2015) Extracting knowledge from english translated quran using NLP pattern. Jurnal Teknologi, 77 (19). pp. 67-73. ISSN 01279696
institution Universiti Sultan Zainal Abidin
building UNISZA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Sultan Zainal Abidin
content_source UNISZA Institutional Repository
url_provider https://eprints.unisza.edu.my/
language English
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Rohana, Ismail
Zainab, Abu Bakar
Nurazzah, Abd Rahman
Extracting knowledge from english translated quran using NLP pattern
description Ontology is able to represent knowledge from an abstract view into formal semantics. It is essential for the success of knowledge-based systems because it has been used to share vocabulary, discover new knowledge, flexible access of knowledge and easy integration of knowledge. Currently, Ontology from Quran is not complete and most of the development is done manually. Manual development of ontology is time consuming and labor intensive task. Hence, the automatic or semi-automatic ontology development which is a field of Ontology Learning is needed to efficiently extract knowledge and transform it into Ontology. Current techniques employed in Ontology Learning are based on statistical and Natural Language Processing.This paper provides result from an experiment to extract knowledge usingthe existing Natural Language Processing (NLP) Pattern based on the Ontology Learning approach. Initial experiment shows that the pattern could be used to extract knowledge in terms of relations that exist in English translated Quran. In addition, NLP could also use to identify new pattern that can be further explored.
format Article
author Rohana, Ismail
Zainab, Abu Bakar
Nurazzah, Abd Rahman
author_facet Rohana, Ismail
Zainab, Abu Bakar
Nurazzah, Abd Rahman
author_sort Rohana, Ismail
title Extracting knowledge from english translated quran using NLP pattern
title_short Extracting knowledge from english translated quran using NLP pattern
title_full Extracting knowledge from english translated quran using NLP pattern
title_fullStr Extracting knowledge from english translated quran using NLP pattern
title_full_unstemmed Extracting knowledge from english translated quran using NLP pattern
title_sort extracting knowledge from english translated quran using nlp pattern
publisher Penerbit UTM Press
publishDate 2015
url http://eprints.unisza.edu.my/6905/1/FH02-FIK-15-04633.jpg
http://eprints.unisza.edu.my/6905/
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score 13.211869

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