Qur’an Search System for Handling Cross Verse Based on Phonetic Similarity

Jurnal Sisfokom (Sistem Informasi dan Komputer)

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Field Value
 
Title Qur’an Search System for Handling Cross Verse Based on Phonetic Similarity
 
Creator Fitriani, Intan Khairunnisa
Bijaksana, Moch Arif
Lhaksmana, Kemas Muslim
 
Subject
al-quran; cross-verses; phonetic; jaro-winkler; n-gram

 
Description The number of verses in the Qur'an that is not small will be difficult and time consuming if done manually. Building a search system in the Qur'anic verse using the Indonesian Arabic-Latin equivalent will be very helpful for the Muslim community in Indonesia, especially for those who are not familiar with Arabic writing. In this study, a verse search system will be built on the Al-Qur'an based on phonetic similarity, more details about the handling of the verses in the Al-Qur'an. The system was built using the Jaro-Winkler algorithm to calculate the value of similarity and using the N-Grams algorithm for ranking documents. The same study has been done before with the name Lafzi +, with MAP 90% and 93% recall. In previous studies cases such as nun wiqoyah at the end of the verse could not be handled, so the system could not handle the search for the entire Qur'an. In addition, in the previous system the application of the Jaro-Winkler method to calculate the value of similarity has also not been fully implemented. So to complete the previous research, in this study added rules other than pre-existing rules so that they can handle nun wiqoyah at the end of the verse. By applying the Jaro-Winkler method to calculate the value of similarity and N-Grams for ranking documents and adding nun wiqoyah rules, this system generates 94% MAP and 92% recall. The results of this study indicate an increase in MAP, this shows that this system can improve the accuracy of systems that have been built before.
 
Publisher ISB Atma Luhur
 
Contributor Telkom University
 
Date 2021-02-02
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article

 
Format application/pdf
 
Identifier http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/view/986
10.32736/sisfokom.v10i1.986
 
Source Jurnal Sisfokom (Sistem Informasi dan Komputer); Vol 10, No 1 (2021): MARCH; 46-51
2581-0588
2301-7988
 
Language eng
 
Relation http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/view/986/709
 
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Rights Copyright (c) 2021 Jurnal Sisfokom (Sistem Informasi dan Komputer)
http://creativecommons.org/licenses/by/4.0
 

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