International Journal of Islamic Khazanah
Vol 12, No 1 (2022): IJIK

Society's Perspectives on Contemporary Islamic Law in Indonesia through Social Media Analysis Technology: A Preliminary Study

Dian Sa'adillah Maylawati (Department of Informatics, UIN Sunan Gunung Djati Bandung)
Siah Khosyi'ah (Faculty of Sharia and Law, UIN Sunan Gunung Djati Bandung)
Achmad Kholiq (Faculty of Sharia and Law, IAIN Syekh Nurjati Cirebon)



Article Info

Publish Date
13 Jan 2022

Abstract

The social, cultural, and technological developments of society are unavoidable. This has an impact on the development of Islamic Law, which keeps all Muslim activities in the right corridor. Contemporary Islamic law, known as Contemporary Islamic Law, has also developed to answer new societal problems. Various views on Contemporary Islamic Law in solving multiple issues certainly reap various responses from the community and scholars. These views are often conveyed through social media such as Youtube, Instagram, Facebook, and Twitter. Therefore, this article aims to discuss a preliminary study of text analysis techniques used to find out the views of the community and Ulama on Contemporary Islamic Law issues computationally and automatically. This initial study reviews the methods and techniques that will be used, namely the Indonesian National Work Competency Standards (SKKNI) methodology for data science. This study will also use a sentiment analysis approach, topic modeling, and pattern analysis to find out people's views on issues of Contemporary Islamic Law through social media. The algorithm used for sentiment analysis is the Multinomial Naïve Bayes Classifier (MNBC), for topic modeling is Latent Dirichlet Allocation (LDA), while for pattern analysis using the Prefix-projected Sequential Pattern Mining (PrefixSpan) algorithm. The model generated from sentiment analysis, topic modeling, and pattern analysis will be evaluated by measuring the confusion matrix, coherence value, and silhouette coefficient value. In addition, analysis and interpretation of the model results will be carried out in-depth qualitatively by involving the views and thoughts of Islamic Law experts.

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Journal Info

Abbrev

ijik

Publisher

Subject

Religion Humanities Education Industrial & Manufacturing Engineering Materials Science & Nanotechnology Mechanical Engineering Social Sciences

Description

Scope International Journal of Islamic Khazanah (IJIK) is an interdisciplinary journal that publishes material on all aspects of islamic sciences. The IJIK provides the ideal platform for the discussion of more sophisticated islamic studies research and practice for authors and readers world ...