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All Journal SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan Journal of Community Development Educivilia: Jurnal Pengabdian Pada Masyarakat Proceeding ISETH (International Summit on Science, Technology, and Humanity) Proceeding of International Conference of Islamic Education
Fadhilla Nangroe Anggraini
Universitas Muhammadiyah Surakarta
Religion Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Medicine & Pharmacology Nursing Public Health Social Sciences Other

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Pelatihan dan pendampingan deep learning untuk guru ISMUBA di Sekolah Muhammadiyah se-Surakarta Mohamad Ali; Istanto Istanto; Nurul Latifatul Inayati; Dartim Dartim; Muh. Nur Rochim Maksum; Abil Fida Muhammad Qois Al Hadi; Lintang Faza Muqoddas; Ernita Chandra Choirunisa; Febriyani Amelia Putri; Linda Ayu Sholekhah; Indah Setyaningrum; Alya Amellia Ayu Janati; Fadhilla Nangroe Anggraini
SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan Vol 10, No 2 (2026): April
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/jpmb.v10i2.38470

Abstract

Abstrak Transformasi digital pendidikan menuntut guru memiliki literasi teknologi dan kemampuan pedagogik berbasis data, namun sebagian guru ISMUBA masih memiliki pemahaman terbatas mengenai pemanfaatan Deep Learning dalam pembelajaran. Pengabdian ini bertujuan meningkatkan kompetensi pengetahuan dan keterampilan guru dalam merancang serta mengimplementasikan pembelajaran berbasis Deep Learning. Metode pelaksanaan menggunakan pendekatan partisipatif melalui sosialisasi, pelatihan konseptual dan praktik, pendampingan project-based learning, serta evaluasi. Mitra kegiatan adalah 15 sekolah Muhammadiyah di Surakarta dengan 60 guru ISMUBA sebagai peserta. Evaluasi dilakukan menggunakan pre-test dan post-test serta penilaian produk pembelajaran. Hasil menunjukkan peningkatan kompetensi yang signifikan, yaitu kategori pengetahuan tinggi meningkat dari 25% menjadi 70%. Selain itu, peserta berhasil mengembangkan minimal tiga model pembelajaran berbasis Deep Learning yang siap diterapkan serta meningkatkan kepercayaan diri guru dalam penggunaan teknologi pembelajaran. Program juga membentuk komunitas kolaboratif guru berbasis teknologi sehingga berpotensi meningkatkan kualitas pembelajaran adaptif dan berbasis data secara berkelanjutan. Kata kunci: deep learning; literasi digital; ISMUBA; pembelajaran berbasis data; pengabdian masyarakat. Abstract The digital transformation of education requires teachers to have technological literacy and data-based pedagogic skills, but some ISMUBA teachers still have a limited understanding of the use of Deep Learning in learning. This service aims to improve teachers' knowledge competencies and skills in designing and implementing Deep Learning-based learning. The implementation method uses a participatory approach through socialization, conceptual and practical training, project-based learning assistance, and evaluation. The partners of the activity were 15 Muhammadiyah schools in Surakarta with 60 ISMUBA teachers as participants. Evaluation is carried out using pre-test and post-test as well as assessment of learning products. The results showed a significant increase in competence, i.e. the category of high knowledge increased from 25% to 70%. In addition, participants managed to develop at least three Deep Learning-based learning models that are ready to be implemented and increase teachers' confidence in the use of learning technology. The program also forms a collaborative community of technology-based teachers so that it has the potential to improve the quality of adaptive and data-based learning in an ongoing manner. Keywords: deep learning; digital literacy; ISMUBA; data-driven learning; community service.
ASSESSING LEARNING AND BEHAVIORAL OUTCOMES OF THE DHUHA PRAYER HABITUATION PROGRAM USING KIRKPATRICK’S FOUR-LEVEL MODEL: EVIDENCE FROM SMPIT NUR HIDAYAH SURAKARTA Fadhilla Nangroe Anggraini; Ari Anshori; Muhammad Wildan Shohib; Muhammad Fathi Salim
Proceeding of International Conference of Islamic Education Vol. 3 (2025): Proceeding of International Conference on Islamic Education
Publisher : Institut Islam Mamba'ul 'Ulum Surakarta

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Abstract

Education plays a central role in shaping behavior and enhancing individual knowledge and skills, including in the field of Islamic Religious Education (PAI). Program evaluation serves as a crucial component of the learning process to assess the effectiveness of educational initiatives. This study aimed to evaluate the Dhuha prayer habituation program implemented at SMPIT Nur Hidayah Surakarta by applying Kirkpatrick’s four-level evaluation model, which includes reaction, learning, behavior, and results. A descriptive qualitative method was employed, with data collected through observation, interviews, and documentation. The findings indicated that the Dhuha prayer habituation program had a positive impact on improving students’ understanding of sunnah prayer materials, fostering behavioral discipline, and cultivating spiritual values in daily life. The application of Kirkpatrick’s model proved effective in providing a comprehensive overview of the program’s success. This study contributes theoretically by reinforcing the relevance of the Kirkpatrick model in evaluating religious and character-based education programs, and practically by offering insights for educators and policymakers in designing holistic Islamic education programs that integrate spiritual and behavioral development.
Pelatihan Pemanfaatan AI (Chat Gpt & Gemini) Untuk Meningkatkan Kualitas Pembelajaran Interaktif Berlandaskan Nilai AIK Istanto; Muh. Nur Rochim Maksum; Nurul Latifatul Inayati; Mutohharun Jinan; Zainal Arifin; Sukirman; Mahasri Shobabiya; Arilana Nur Izzi; Abil Fida Muhammad Qois Al Hadi; Fadhilla Nangroe Anggraini; Intan Dian Saputri; Linda Asmara; Latifah Insani Muslimah Murni; Diah Eka Sulistia Rini; Fahrudin
Educivilia: Jurnal Pengabdian pada Masyarakat Vol. 7 No. 2 (2026): Educivilia: Jurnal Pengabdian Kepada Masyarakat
Publisher : Universitas Djuanda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30997/ejpm.v7i2.24308

Abstract

Kegiatan pengabdian kepada masyarakat ini bertujuan untuk meningkatkan kompetensi dan literasi digital guru melalui pelatihan pemanfaatan Artificial Intelligence (AI) sebagai media pembelajaran interaktif yang berlandaskan nilai Al-Islam dan Kemuhammadiyahan (AIK) di SD Muhammadiyah Tegalgede Karanganyar. Latar belakang kegiatan ini didasarkan pada masih terbatasnya pemanfaatan teknologi AI dalam pembelajaran di sekolah dasar berbasis keagamaan, khususnya dalam mendukung implementasi Kurikulum Merdeka serta peningkatan keterlibatan dan motivasi belajar siswa. Kegiatan pengabdian dilaksanakan menggunakan pendekatan campuran (mixed methods) dengan mengkombinasikan data kuantitatif dan kualitatif. Metode pelaksanaan meliputi tiga tahapan utama, yaitu persiapan, pelaksanaan pelatihan dalam bentuk workshop dan praktik langsung, serta evaluasi melalui pre-test 58,40 dan post-test 84,60, observasi, dan wawancara semi-terstruktur. Peserta kegiatan berjumlah 18 guru yang terlibat secara aktif dalam seluruh rangkaian pelatihan dan pendampingan. Hasil kegiatan menunjukkan adanya peningkatan pemahaman, kesiapan, dan keterampilan guru dalam memanfaatkan teknologi AI, seperti ChatGPT, Gemini, dan media pembelajaran berbasis gamifikasi, sebagai alat bantu pembelajaran. Implementasi AI di kelas berdampak positif terhadap peningkatan keterlibatan dan motivasi belajar siswa melalui pembelajaran yang lebih interaktif, partisipatif, dan kontekstual. Selain itu, kegiatan ini menunjukkan bahwa pemanfaatan AI dapat diintegrasikan secara bijak dan selaras dengan nilai AIK, tanpa menggantikan peran guru sebagai pendidik utama. Dengan demikian, kegiatan pengabdian ini berkontribusi dalam meningkatkan kualitas pembelajaran interaktif di sekolah dasar Islam serta dapat menjadi model praktik baik pemanfaatan AI dalam pendidikan dasar berbasis nilai keislaman.
Deep Learning in Education: A Systematic Literature Review on Its Applications and Challenges Ashri Nafiah Nur Isti Qomah; W Wachidi; Muh. Nur Rochim Maksum; Alfan Rifai; Fadhilla Nangroe Anggraini
Proceeding ISETH (International Summit on Science, Technology, and Humanity) 2025: Proceeding ISETH (International Summit on Science, Technology, and Humanity)
Publisher : Universitas Muhammadiyah Surakarta

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Abstract

This research aims to provide a systematic review of the application of deep learning technology in education and the challenges faced in its implementation. With the increasing adoption of artificial intelligence (AI) technology in education, especially in personalized learning, this research is important to understand the potential and barriers that affect the successful implementation of this technology. The main objective of this study is to identify the application of deep learning in education, evaluate the challenges faced, and assess its impact on the quality of learning in the formal and non-formal sectors.The method used is a systematic literature review by following the PRISMA 2020 guidelines. Relevant articles were selected from various academic databases published between 2020 and 2026. After screening, 13 articles that met the inclusion criteria were analyzed using narrative synthesis and thematic analysis approaches. The results show that deep learning can improve learning personalization, provide faster feedback, and increase student engagement. However, the main challenges faced are the limitations of technology infrastructure, unrepresentative data quality, and the difficulty of educators in integrating this technology. Issues related to data privacy and technology access gaps are also significant obstacles. This study recommends the need for policies that support more equitable access to technology, educator training, and increased transparency in the use of deep learning models.
A Systematic Literature Review on the Influence of Religious Education on Character Development and Academic Achievement in Middle School Students Nisrina Huwaida Qurrottu Aini; Mutohharun Jinan; Hakimuddin Salim; Fadhilla Nangroe Anggraini; Farouq Muhammad Najib
Proceeding ISETH (International Summit on Science, Technology, and Humanity) 2025: Proceeding ISETH (International Summit on Science, Technology, and Humanity)
Publisher : Universitas Muhammadiyah Surakarta

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Abstract

Religious education plays an important role in the character formation and academic achievement of high school students. In the context of an increasingly complex and plural world, religious education serves not only as a means to introduce certain religious teachings, but also as a tool to shape the character of students through important moral values such as discipline, tolerance, and responsibility. This study aims to review the influence of religious education on the character development and academic achievement of high school students, focusing on various models and approaches that can improve both. The method used is a systematic literature review (SLR), referring to the PRISMA 2020 guidelines, to analyze various relevant empirical studies from various scientific sources. The results of the study show that religious education that integrates the values of moderation and multiculturalism has a positive impact on the formation of students' character, as well as improving their academic achievement. The use of digital technology, such as Immersive Virtual Reality (IVR), has also been proven to enrich religious learning experiences, increase emotional engagement, and deepen students' understanding of religious teachings. However, there are challenges in optimizing the involvement of parents and communities in a more holistic religious education process. Therefore, further research is needed to develop a more effective religious education model in supporting the development of students' character and academic achievement. This research emphasizes the importance of integration between religious education, moral values, and technology to create a better learning environment and support students' academic success.
Synergy in Building an Islamic Generation: Strengthening Arabic Language Proficiency through the Gombak Utara Learning Center, Kuala Lumpur, Malaysia Nurul Latifatul Inayati; Mohammad Zakki Azani; Yeti Dahliana; Mujazin Mujazin; Muh. Nur Rochim Maksum; Abil Fida Muhammad Qois Al Hadi; Fadhilla Nangroe Anggraini; Fadhia Ananda; Ellynia Eva Kusuma Dewi; Bella Misbahati Putri; Habibi Fadzlurrahman; Eka Nur Mistiawati
Journal of Community Development Vol. 6 No. 1 (2025): August
Publisher : Indonesian Journal Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47134/comdev.v6i1.1708

Abstract

The purpose of this community service program is to improve Arabic language skills while strengthening Islamic values among Indonesian migrant children at Sanggar Bimbingan Gombak Utara, Kuala Lumpur, Malaysia. This program was designed to address the problems of low Arabic literacy, limited teaching methods, and weak understanding of Al-Islam and Kemuhammadiyahan (AIK) among diaspora children. Through this initiative, it is expected to foster a young generation with basic Arabic proficiency, strong religious understanding, and confidence in maintaining their Islamic identity within a multicultural environment. The implementation method applied a participatory approach consisting of identification, planning, implementation, evaluation, and reflection stages. Several learning strategies were employed, including Joyful Learning Arabic, Al-Lughah wa Al-Hayah, Pelita Hikmah, Quiz Cahaya Iman, and Sanggar Qur’an. The activities were conducted interactively, involving lecturers, students, local teachers, and PRIM Malaysia to ensure program sustainability. The results show significant improvements both academically and socio-spiritually. Academically, children’s vocabulary mastery, simple conversation skills, and Qur’anic recitation with tajwid improved based on pre-test and post-test results. Socially, the program fostered greater self-confidence, active participation, and a stronger sense of community. Spiritually, the internalization of Islamic values was reflected in children’s daily attitudes and behavior. The program also produced simple teaching modules, online mentoring, and collaborative networks to support sustainability. Thus, this initiative not only addressed short-term needs but also built a relevant, sustainable learning ecosystem that can be replicated in other diaspora communities..
Co-Authors Abil Fida Muhammad Qois Al Hadi Alfan Rifai Alya Amellia Ayu Janati Ari Anshori Arilana Nur Izzi Ashri Nafiah Nur Isti Qomah Bella Misbahati Putri Dartim Diah Eka Sulistia Rini Eka Nur Mistiawati Ellynia Eva Kusuma Dewi Ernita Chandra Choirunisa Fadhia Ananda Fahrudin Farouq Muhammad Najib Febriyani Amelia Putri Habibi Fadzlurrahman Indah Setyaningrum Intan Dian Saputri Istanto Istanto Istanto Latifah Insani Muslimah Murni Linda Asmara Linda Ayu Sholekhah Lintang Faza Muqoddas Mahasri Shobabiya Mohammad Zakki Azani Muh Nur Rochim Maksum Muhammad Ali Muhammad Fathi Salim Muhammad Wildan Shohib Mujazin Mutohharun Jinan Nisrina Huwaida Qurrottu Aini Nurul Latifatul Inayati Salim, Hakimuddin Sukirman W Wachidi Yeti Dahliana Zainal Arifin