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All Journal Jurnal Bimbingan Penyuluhan Islam Istisyarah: Jurnal Bimbingan Konseling Islam
Ginanjar, Taufik
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Religion Humanities Education Social Sciences

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STRENGTHENING TEENAGERS' AWARENESS ABOUT THE DANGERS OF DRUGS THROUGH ISLAMIC COUNSELING AT MADRASAH ALIYAH Ginanjar, Taufik; Mihajra, Sugandi
Jurnal Bimbingan Penyuluhan Islam Vol. 7 No. 1 (2025): Jurnal Bimbingan Penyuluhan Islam
Publisher : INSTITUT AGAMA ISLAM NEGERI METRO

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32332/56ceqj18

Abstract

Drug abuse among adolescents represents an increasingly complex issue in Indonesia. It demonstrates alarming trends with serious implications for the future of the nation's younger generation. Drug prevention approaches through internalization of Islamic values become highly strategic and urgent to develop. This study aims to evaluate the effectiveness of Islamic-based counseling in enhancing adolescent resilience against drug use at MA Alhuda Pameungpeuk. Employing a mixed-methods design, the research integrates in-depth interviews, focus group discussions (FGDs), observations, and pre-test–post-test assessments using validated attitude measurement instruments. The results reveal that the internalization of Islamic values, particularly hifdz al-nafs (preservation of life) and hifdz al-ʿaql (preservation of intellect), significantly strengthens spiritual awareness, rejection attitudes, and adaptive behaviors. The discussion highlights the integration of spirituality and positive psychology frameworks in the context of drug abuse prevention through Islamic educational interventions. In conclusion, Islamic value internalization offers a promising approach in drug prevention efforts among madrasah adolescents.
Development of an Islamic Counseling Chatbot Based on Natural Language Processing for Early Detection of Spiritual Crisis Among University Students Ginanjar, Taufik; Setiawan, Asep Iwan
Istisyarah: Jurnal Bimbingan Konseling Islam Vol. 1 No. 1 (2025): ISTISYARAH Jurnal Bimbingan Konseling Islam
Publisher : Faculty Ushuluddin, Adab and Dakwah UIN Palangka Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23971/IJBKI.fbp66q46

Abstract

The increasing prevalence of spiritual crises among university students, coupled with the limited accessibility of Islamic counseling services, calls for innovative technological solutions. This study explores the development of an Islamic counseling chatbot utilizing Natural Language Processing (NLP) for early detection of spiritual crises in Muslim students. It analysing the conceptual framework, technical requirements, and implementation strategies for developing an NLP-based Islamic counseling chatbot system for early spiritual crisis detection. This qualitative research employs a systematic literature review approach, analysing 127 relevant publications from 2018 to 2024 sourced from Scopus, Web of Science, PubMed, and Islamic databases. Thematic analysis was conducted using NVivo 12 to identify key themes and patterns. Five core themes emerged: (1) Technological architecture integrating Islamic principles with NLP algorithms, (2) Specific indicators of spiritual crisis among Muslim students, (3) Culturally sensitive conversational patterns, (4) Ethical considerations in AI-assisted Islamic counseling, and (5) Implementation challenges and solutions. The proposed chatbot framework incorporates Qur’anic verses, hadith references, and Islamic psychology concepts into machine learning algorithms. The NLP-based Islamic counseling chatbot demonstrates significant potential for early detection and intervention in spiritual crises among university students. However, successful implementation requires careful consideration of Islamic ethics, cultural sensitivity, and technical resilience.
Co-Authors Asep Iwan Setiawan, Asep Iwan Mihajra, Sugandi