A rule-based question answering system on relevant documents of Indonesian Quran translation

Gusmita, Ria Hari and Durachman, Yusuf and Harun, Salman and Firmansyah, Asep Fajar and Sukmana, Husni Teja and Suhaimi, Mohd Adam (2014) A rule-based question answering system on relevant documents of Indonesian Quran translation. In: 2014 International Conference on Cyber and IT Service Management (CITSM), 3rd-6th Nov. 2014, Jakarta, Indonesia.

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Abstract

This paper presents work in development of a question answering (QA) system by using a combination of two different architectures i.e. the one used relevant documents and another used rule-based method, which those two contribute for answer extraction. Base on previous researches testing result, it could be inferred that each of the methods could be a complement for another method in order to increase system performance. This QA was purposed to gather information from Indonesian Quran Translation. The new architecture was designed to gather relevant documents toward the keywords and be used subsequentially to gather answer candidates by using rule-based method. The initial results indicate that system still restricted with retrieved relevant documents, and caused delivering only 60% correct answers. This achievement is not better than the previous one that used rule-based method only.

Item Type:	Conference or Workshop Item (Plenary Papers)
Additional Information:	1394/51843
Uncontrolled Keywords:	Knowledge discovery, Testing, Search engines, Semantics, Natural languages, Educational institutions
Subjects:	T Technology > T Technology (General) T Technology > T Technology (General) > T10.5 Communication of technical information T Technology > T Technology (General) > T173.5 Technology and Islam
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Information and Communication Technology > Department of Information System Kulliyyah of Information and Communication Technology > Department of Information System
Depositing User:	Professor Mohd Adam Suhaimi
Date Deposited:	28 Feb 2018 10:15
Last Modified:	26 Jun 2018 11:20
URI:	http://irep.iium.edu.my/id/eprint/51843

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