Journal of ICT Research and Applications
Vol. 16 No. 2 (2022)

A Questions Answering System on Hadith Knowledge Graph

Kemas Rahmat Saleh Wiharja (School of Computing, Telkom University, Jalan Telekomunikasi No. 1, Terusan Buah Batu-Bojongsoang, Kabupaten Bandung 40257, Indonesia)
Danang Triantoro Murdiansyah (School of Computing, Telkom University, Jalan Telekomunikasi No. 1, Terusan Buah Batu-Bojongsoang, Kabupaten Bandung 40257, Indonesia)
Muhammad Zakiyullah Romdlony (School of Computing, Telkom University, Jalan Telekomunikasi No. 1, Terusan Buah Batu-Bojongsoang, Kabupaten Bandung 40257, Indonesia)
Tiwa Ramdhani (School of Computing, Telkom University, Jalan Telekomunikasi No. 1, Terusan Buah Batu-Bojongsoang, Kabupaten Bandung 40257, Indonesia)
Muhammad Ramadhan Gandidi (School of Computing, Telkom University, Jalan Telekomunikasi No. 1, Terusan Buah Batu-Bojongsoang, Kabupaten Bandung 40257, Indonesia)



Article Info

Publish Date
11 Oct 2022

Abstract

Several works have presented the Hadith on different digital platforms, ranging from websites to mobile apps. These works were successful in presenting the text of the Hadith to users, but this does not help them to answer any particular questions about religious matters. Therefore, in this work we propose a question-answering system that was built on a Hadith knowledge graph. To interpret the user questions correctly, we used the Levenshtein distance function, and for storing the Hadith in graph format we used Neo4J as the graph database. Our main findings were: (i) a knowledge graph is suitable for representing the Hadith and also for doing the reasoning task, and (ii) our proposed approach achieved 95% for top-1 accuracy.

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Journal Info

Abbrev

jictra

Publisher

Subject

Computer Science & IT

Description

Journal of ICT Research and Applications welcomes full research articles in the area of Information and Communication Technology from the following subject areas: Information Theory, Signal Processing, Electronics, Computer Network, Telecommunication, Wireless & Mobile Computing, Internet ...