Research Article
Text Mining Approach for Topic Modeling of Corpus Al Qur'an in Indonesian Translation
@INPROCEEDINGS{10.4108/eai.2-10-2018.2295559, author={Dwi Rolliawati and Indri Sudanawati Rozas and Khalid Khalid and Indri Sudanawati Rozas}, title={Text Mining Approach for Topic Modeling of Corpus Al Qur'an in Indonesian Translation}, proceedings={Proceedings of the 2nd International Conference on Quran and Hadith Studies Information Technology and Media in Conjunction with the 1st International Conference on Islam, Science and Technology, ICONQUHAS \& ICONIST, Bandung, October 2-4, 2018, Indonesia}, publisher={EAI}, proceedings_a={ICONQUHAS}, year={2020}, month={5}, keywords={component; indonesian translation quran makki madani topic modeling corpus}, doi={10.4108/eai.2-10-2018.2295559} }- Dwi Rolliawati
Indri Sudanawati Rozas
Khalid Khalid
Indri Sudanawati Rozas
Year: 2020
Text Mining Approach for Topic Modeling of Corpus Al Qur'an in Indonesian Translation
ICONQUHAS
EAI
DOI: 10.4108/eai.2-10-2018.2295559
Abstract
Qur’an is a religious text for Moslem that is revealed to humanity as a guide to solve any problems in all aspects of life. Therefore Quranic text is widely translated in various countries around the world, including in Indonesia which is predominantly inhabited by Moslem. Difficulties in understanding the Arabic Quranic text as well as still limited research on the Indonesian translated Quran in accordance to science and technology, have opened a broad challenge to contribute to this realm. This paper proposed topic modelling of corpus in Indonesian Translated Quran by generating four main topics that were closely/firmly related to human life: 1) heaven (surga) and hell (neraka), 2) World (dunia) and Afterlife (akhirat), 3) Science (ilmu), charity (amal) and jihad, 4) Day (siang), night (malam), life (hidup), and death (mati). The moderator variables for this research were defined as Makki and Madani, as terms referring to the revelation location of Quranic verses. In conclusion, the study results hopefully can be benefited as a convincing contribution from science's point of view that Makki’s verses are indeed emphasizing the faith as the foundation of Islam. This can be seen from number frequencies of the words “hidup” (161), “neraka” (157), “surga” (105), “dunia” (127), “amal” which are closely related to human faith in life were mentioned, discussed and elaborated more in Makki's verses than in Madani's.
