Article Per Year (5 Year)
p-Index From 2021 - 2026
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This Author published in this journals
All Journal Harmony Philosophy: International Journal of Islamic Religious Studies and Sharia Khazanah: Journal of Islamic Education and Science
Moch Nurcholis Majid
Universitas Uluwiyah Mojokerto
Religion Education Law, Crime, Criminology & Criminal Justice Other

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Application of Machine Learning Algorithms Based on Islamic Moral Values for Mitigating Negative Content on Digital Media Moch Nurcholis Majid; Muhammad Suhaili
Khazanah: Journal of Islamic Education and Science Vol. 1 No. 2 (2025): Khazanah: Journal of Islamic Education and Science
Publisher : Institut Bahri Asyiq Galis Bangkalan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61815/khazanah.v1i2.871

Abstract

Information bias in digital media has evolved into a systemic problem driven by algorithmic designs that prioritize user engagement optimization without adequate value orientation. This condition has contributed to polarization, amplification of sensational content, and unequal information representation. This study aimed to reconstruct data science algorithms based on Prophetic Ethics as a normative-operational framework to mitigate information bias in digital media. The research employed a descriptive qualitative approach with a systematic meta-analysis of scholarly publications from 2016 to 2025 retrieved from reputable academic databases. Data were analyzed using content analysis and thematic analysis to synthesize patterns of algorithmic bias and formulate a reconstruction model grounded in the principles of ṣidq (truthfulness), amānah (trustworthiness), tablīgh (transparency), and faṭānah (wisdom). The findings indicated that algorithmic bias occurred across all stages of the data processing pipeline and required structural reconstruction rather than partial technical adjustments. The proposed model integrated data validation, accountable governance, transparent modeling, and social welfare optimization within recommendation system design. This study contributed to the development of a value-oriented data science paradigm and expanded the discourse on algorithmic ethics in contemporary digital societies.
Digital Fatwā Issuance Mechanisms in Southeast Asia: Challenges and Opportunities for Harmonizing Sharia and Contemporary Society Moch Nurcholis Majid; Iwan Setiawan Wibisono
Harmony Philosophy: International Journal of Islamic Religious Studies and Sharia Vol. 1 No. 1 (2024): February: Harmony Philosophy: International Journal of Islamic Religious Studie
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70062/harmonyphilosophy.v1i1.321

Abstract

The rapid expansion of digital platforms has transformed the issuance of fatwa in Southeast Asia, enabling Islamic legal opinions to be accessed widely and quickly. This shift challenges traditional patterns of religious authority, which were previously centered around formal institutions and face-to-face scholarly deliberation. While digital fatwa mechanisms enhance accessibility and responsiveness, they also raise concerns about legitimacy, legal accuracy, and public trust. This study examines the effectiveness of digital fatwa issuance mechanisms in Malaysia, Indonesia, and Brunei Darussalam, using a qualitative comparative research approach. Data were collected through content analysis of official digital fatwa portals, focusing on accessibility, authority, validation, and legal consistency. The findings reveal that digital platforms increase access speed and broaden public reach, enabling religious institutions to address emerging legal issues more effectively. However, variations in verification procedures and legitimacy frameworks across countries reflect differences in governance and state involvement. Key challenges include the authentication of mufti authority, standardization of ijtihad methodologies, and consistency in legal substance. Digital fatwa contribute to improving Islamic legal literacy but risk authority fragmentation due to the proliferation of digital sources. The study concludes that integrating the efficiency of digital platforms with the authoritative safeguards of traditional institutions is crucial for developing an accountable model of digital fatwa governance.
Co-Authors Iwan Setiawan Wibisono Muhammad Suhaili