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All Journal Jurnal Pengolahan Hasil Perikanan Indonesia Jurnal Pendidikan Matematika dan IPA Jurnal Konseling dan Pendidikan KONSELI: Jurnal Bimbingan dan Konseling (E-Journal) Rekursif: Jurnal Informatika Jurnal Pendidikan Fisika Jurnal Penelitian Pembelajaran Fisika JURNAL IQRA´ Al Ishlah Jurnal Pendidikan Jurnal Ilmiah Peuradeun JPPPF (Jurnal Penelitian dan Pengembangan Pendidikan Fisika) Jurnal Obsesi: Jurnal Pendidikan Anak Usia Dini Tadbir : Jurnal Studi Manajemen Pendidikan SEJ (Science Education Journal) Jurnal Penelitian Pendidikan IPA (JPPIPA) Jurnal Ilmiah Pendidikan Fisika Kinestetik : Jurnal Ilmiah Pendidikan Jasmani PENDIPA Journal of Science Education Edukasi Islami: Jurnal Pendidikan Islam JMKSP (Jurnal Manajemen, Kepemimpinan, dan Supervisi Pendidikan) PROSIDING SEMINAR NASIONAL PROGRAM PASCASARJANA Jurnal Ilmu Fisika Kasuari: Physics Education Journal (KPEJ) Jurnal Kumparan Fisika Jurnal Inovasi dan Teknologi Pembelajaran (JINOTEP) Kajian dan Riset Dalam Teknologi Pembelajaran EARR Journal of Innovation in Educational and Cultural Research Navigation Physics : Journal of Physics Education Lumbung Inovasi: Jurnal Pengabdian Kepada Masyarakat Darmabakti: Jurnal Inovasi Pengabdian dalam Penerbangan DIKSAINS : Jurnal Ilmiah Pendidikan Sains Jurnal Penyuuhan dan Pemberdayaan Masyarakat (JPPM) Smart Society: Community Service and Empowerment Journal Online Learning in Educational Research PROSIDING SEMINAR NASIONAL FISIKA (E-JOURNAL) Jurnal Pemberdayaan Masyarakat MIMBAR INTEGRITAS Dikdimas : Jurnal Pengabdian Kepada Masyarakat IJOEM: Indonesian Journal of Elearning and Multimedia Finger : Jurnal Ilmiah Teknologi Pendidikan Jurnal Ilmiah Pengabdian Masyarakat Bidang Kesehatan Amplitudo: Jurnal Ilmu dan Pembelajaran Fisika PPSDP International Journal of Education International Journal of Innovation and Education Research Aktual : Jurnal Pengabdian Kepada Masyarakat Jurnal Pendidikan Teknologi Informasi dan Komunikasi Jurnal Pustaka Indonesia Indonesian Journal of Pedagogy and Teacher Education Journal of Social Work and Science Education Humaniorum Journal Asian Journal of Science Education Jurnal Penelitian Pembelajaran Fisika International Journal of Advances in Artificial Intelligence and Machine Learning LINGUISTS : JOURNAL OF LINGUISTICS AND LANGUAGE TEACHING Digital Learning, Social Science, and Life-course Studies International Journal of Sustainable Business, Management and Accounting International Journal of Food Sciences and Nutrition Innovations Journal of Nursing Management Innovations
Eko Risdianto
Program Studi Pendidikan Fisika FKIP Universitas Bengkulu
Religion Agriculture, Biological Sciences & Forestry Humanities Astronomy Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Computer Science & IT Control & Systems Engineering Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Nursing Physics Public Health Social Sciences Transportation Other

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Development of Virtual Reality–Based Learning Media on Particle Motion Dynamics Using the Kuula Platform Supported by a Digital Flipbook to Improve Conceptual Understanding of Senior High School Grade XI Students Putri Wiji Rahayu; Eko Risdianto; Andik Purwanto; M. Abdul Jamal
FINGER : Jurnal Ilmiah Teknologi Pendidikan Vol. 5 No. 1 (2026): Finger : Jurnal Ilmiah Teknologi Pendidikan
Publisher : CV. Media Inti Teknologi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58723/finger.v5i1.620

Abstract

Background: Innovative learning media are needed to address students’ difficulties in understanding abstract physics concepts, particularly Particle Motion Dynamics, especially in schools with limited laboratory facilities.Aims: This study aimed to develop Virtual Reality (VR) learning media based on 360° videos using the Kuula platform supported by a digital flipbook and to examine its validity, practicality, and effectiveness in improving senior high school students’ conceptual understanding.Methods: This study used a Research and Development (R&D) approach with the ADDIE model. The effectiveness of the product was tested using a one-group pretest–posttest design involving 40 Grade XI students at SMA Negeri 4 Bengkulu City. The product was validated by two physics lecturers and one physics teacher. Data were collected using validation sheets, student response questionnaires, and a conceptual understanding test. Data analysis included the Shapiro–Wilk test for normality, followed by the Wilcoxon signed-rank test to determine differences between pretest and posttest scores. Effect size was also calculated to measure the magnitude of the treatment effect.Results: Expert validation showed an average feasibility score of 97, categorized as “very feasible”. Students’ responses were highly positive, with a score of 97 (“very good”). The N-Gain analysis indicated a significant improvement in conceptual understanding, with the average score increasing from 29 (pretest) to 93 (posttest), categorized as high improvement.Conclusion: The Kuula platform–based VR learning media supported by a digital flipbook was valid, received positive responses from students, and effectively improved students’ conceptual understanding of Particle Motion Dynamics. Therefore, it is feasible to be used as an alternative medium for physics learning.
Transfer Learning Effectiveness Across Domain Similarity Levels in Data Science Applications Risdianto, Eko; Trung Pham, Thai Ky; Yeoh, William; Alshammari, Sultan Hammad
International Journal of Advances in Artificial Intelligence and Machine Learning Vol. 3 No. 1 (2026): International Journal of Advances in Artificial Intelligence and Machine Learni
Publisher : CV Media Inti Teknologi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58723/ijaaiml.v3i1.656

Abstract

Background: Transfer learning has become increasingly prominent in data science due to the challenges posed by limited labeled data and distribution shifts between training and deployment environments. However, the success of transfer learning depends significantly on the structural compatibility between source and target domains.Aims: This study aims to investigate the relationship between domain similarity and transfer learning performance using an experimental framework termed Similarity-Aware Transfer Evaluation (SATE).Methods: Twelve pairs of benchmark datasets were selected to simulate varying levels of domain similarity and were made publicly available. Domain similarity was computed using Maximum Mean Discrepancy (MMD) in the learned representation space. Transfer performance was measured using a predefined Transfer Gain metric under bounded fine-tuning strategies. Correlation analysis and statistical testing were conducted to examine the relationship between similarity scores and transfer effectiveness, while fine-tuning depth was analyzed in relation to similarity magnitude.Result: The results demonstrate a strong positive correlation between domain similarity and transfer gain (r = 0.83, p < 0.01), indicating that approximately 69% of performance variability can be explained by similarity-based transfer effects. Negative transfer was observed when similarity scores were S ≤ 0.41. Furthermore, higher similarity levels were associated with deeper and more stable fine-tuning, whereas lower similarity resulted in increased instability during adaptation. These findings establish similarity as a structural compatibility constraint in transfer learning.Conclusion: The study confirms that domain similarity plays a fundamental role in determining transfer learning success. By operationalizing similarity measurement and linking it to performance thresholds, the proposed SATE framework provides a structured method for evaluating transfer feasibility in real-world data science applications.
E-Academic Supervision Models and Sustainable Teacher Professional Development: A Systematic Review with Implications for Junior High Schools Helen, Helen; Kristiawan, Muhammad; Risdianto, Eko
JPI: Jurnal Pustaka Indonesia Vol. 6 No. 1 (2026): April
Publisher : Yayasan Darussalam Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62159/jpi.v6i1.2003

Abstract

This systematic review aims to identify and evaluate e-academic supervision models in junior high schools and analyze their contribution to sustainable teacher professional development (TPD). Following PRISMA 2020 guidelines, a comprehensive search of Scopus, Web of Science, ERIC, and Google Scholar was conducted for publications from 2023 to 2025. After screening, 21 peer-reviewed studies were analyzed using thematic synthesis. Four dominant models emerged: asynchronous video-based supervision, real-time virtual classroom observation, hybrid feedback systems, and cloud-based portfolio assessment. Results indicate that while these models positively influence teacher reflection and instructional improvement, their sustainability mechanisms such as continuous follow-up and data-driven goal setting remain underdeveloped. Unlike prior reviews focused on general e-supervision, this study offers novelty by specifically targeting junior high schools and proposing a sustainability framework that links e-supervision components to long-term TPD indicators. Practically, the synthesized models guide school supervisors and policymakers in designing or selecting e-supervision systems that foster continuous teacher development, especially in remote or resource-constrained settings. This review contributes the first comprehensive typology of e-supervision models for junior high contexts and advances educational technology and TPD literature through a conceptual sustainability matrix.
Co-Authors Abdu, Muhammad Adhadi Kurniawan Adhan, Haryadi Adlan, Amel Zulfukar Hassan Afrizal Mayub Afrizal Mayub Agus Riyanto Ahda, Netriani Veminsyah Ahmad Syarkowi Alexon Alexon Alexon Alexon Alexon, Alexon Alfian Meidy Anes Alfin Julianto Alshammari, Sultan Hammad Amalia, Sabila Henfi Andik Purwanto Andik Purwanto Angga Permana Anggelia, Della Apiri, Enton Aqil, Muhammad Ataurrahman Ardina, Mona Arif Budiman Asahar Johar Asmara, Adi Asmara, Adi Asmirna, Nora Aulia Nurmalinda Hapsari Avazovna, Usmanova Shokhsanam Ayu, Fricelia Budita Badeni Badeni, Badeni Bebby Rino Oksatianti Bebby Rino Oksatianti Bily Pratama Putra Bodi Gunawan Bodi Gunawan Bukman Lian, Bukman Cahya Widya Gunawan Cahyani, Diana Eka Catra Indra Cahyadi Chandra, Muhammad Fiqih Rizqi Christina Brown Connie Connie Connie Connie Connie Meizul Connie, Connie Dedy Hamdani Dedy Hamdani Dedy Hamdani Dedy Hamdani Defianti, Aprina Della Panoreka Destriani Desty Asriyani Fera Indriyati Dewi Erowati, Dewi Dicky Agoeng VP Didi Suryadi Dimas Lingga Iswara Dwi Syafitri, Lola Efrizal, Dedi Eka Nur Indah Septioningrum Eko Sumartono, Eko Elda Handayani Elda Sari Siregar Elsa Viona Endang Endang, Endang Endang Widi Winarni Endang Widi Winarni Farming Farooque, Sm Fathurochman, Irwan Febriani, Hanura Firdaus Firdaus Fitranita, Vika Fitri April Yanti, Fitri April Fitri Fitri Fitri Masito Fitria, Jeni Fitryantica, Agnes funny farady Coastera Funny Farady Coastera, Funny Farady Gina Marianda Gunarti, Gunarti Gunawan, Cahya Widya Guntur Gunawan Gushevinalti, Gushevinalti Hadi, Sofian Hamed Barjesteh Handayani, Elda Handayani, Rinda Fitri Hanisa Putri, Desy Hapsari, Aulia Nurmalinda Harnisa, Sehli Haryanti, Annisa Bella Hasanah, Anisa Helen, Helen Helmizar - Hendra Jondri Hiskya Heni Pujiastuti Henny Johan Henny Johan Herlambang, Arthur Muhamad Taufan Heryensi, Elza Hidayat, Sholeh Hikmandayani, Hikmandayani Humaroh, Yola I Gede Ratnaya I Gusti Agung Ayu Mas Oka I Gusti Agung Ayu Mas Oka I Wayan Dharmayana Inas Zhafirah Indra Sakti Irayadi, Muhamad Irkhos Irkhos Irkhos Irkhos Irwan Fathurrochman Irwan Fathurrochman Irwan Fathurrochman, Irwan Irwan Koto, Irwan iswara, Dimas lingga Iwan Setiawan Iwan Setiawan Johan, Septi Johanes Sapri, Johanes juarsa, osa Juliarti, Endasyari Jumiarni, Dewi Kartika, Hera Anis Kartini Kartini Karuniawan, Albet Khairi, Azizatul Kurniaty, Rikha Kurniawan, Tri Basuki Kusen Kusen Kusen Kusen Kusen Kusen Kusen Kusen, Kusen Kusumah, Raden Gamal Tamrin Lily Restusari M. Abdul Jamal M. Abdul Jamal, M. Abdul Macariola, Juli Simon Macariola, Julie Simon Mageswaran Sanmugam Mageswaran Sanmugam Maharani, Puan Aisyah Maharani, Puri Mahmudin, Rinaldy Mahyuddin, Meriwati Marlina, Yessi Masito, Fitri Mayub, Afrizal Medriati, Rosane Meirani, Meirani Meizul Zuki Meylani Utami Meylinda, Mifta Miya Novitasari Mohammad Qais Rezvan Mohammad Qais Rezvani Muhaimin, Ahmad Muhammad Adamu Abubakar Muhammad Kristiawan Muhammad Kristiawan Muhammad Soleh Fudin Murni Yanto Murni Yanto Mustika Zahfira Utami Nazry, Nor Nazrina Mohamad Nina Kurniah, Nina Nirwana, Nirwana Nofriansyah, Nofriansyah Nova Yustisia Novela, Erma Nur, Fauziah Nur, Ilham Muhammad Nurahmi, Hanifa Nuranisa, Fadillah Eka Oddie Barnanda Rizky Okta Briyanti Mila Sari Oktalia, Maida Oktaria Rahayu Oktariani, Falinda Oktavia, Titin Oktaviyani Rosniadi Pratama Oktaviyani Rosniadi Pratama Pancarani, Dwi Ayu Paramita, Irma Susan Parlindungan, Deni Parwito Parwito Parwito Parwito Parwito, Parwito Pasa, Inda Tri Pazah, Guti Ameda Prananosa, Ahmad Gawdy Pratama, Oktaviyani Rosniadi Prismar, Prismar Putri , Desy Hanisa Putri Wiji Rahayu Putri, Desy Hanisa Putri, Desy Hanisa Putri, Herma Kurnia Putri, Okta Rahma Putri, Rendi Zulni Eka Rahmat Hidayat Rahmat Hidayat Rahmat Hidayat Rahmayanti, Dinda Ramandani, Adityas Agung Rambat Nur Sasongko Razak, Ahmad Zabidi Abdul Refiana, Refiana Rendi Zulni Eka Putri Rince Aida Rostika Rince Aida Rostika Rita Erlina Rita Erlina, Rita Riyanto Riyanto Riyanto Riyanto Riyanto Romdon, Mu'hamad Asfi Rosane Medriati Rosane Medriati Rosmala Dewi Rostika, Rince Aida Roziana Roziana, Roziana Rumahlatu, Alvaro Rusdi Efendi S Siswanto Sadiatmi, Rini Sahono, Bambang Sanjaya, Eka Wahyu Sanmugam, Mageswaran Saputra, Toha Achmad Sartika, Rita Sembiring, Berlian Garuda Septi Johan Septian Raibowo Septiana, Eliza Shofi Nurul Insani Sianturi, Immanuel Ivan Sinaga, Agustina Trianti Br Sipriyadi Siswanto Siswanto soraya, indah Sri Mulyani Sudarwan Danim Sudirman Sudirman Sultan Hammad Alshammari Suryani Suryani Sutarno Sutarno Sutrisno, Sutrisno SYAIFUL BAHRI Syaiful Bahri Syarkowi, Ahmad Syisva, Syisva Tarigan, Kelimsa Tetes Wahyu Witradharma Tiara Dwi Fortuna Titin Aprilatutini Tri Yunita Triani, Deswinta Trung Pham, Thai Ky Ugli, Yusupov Komaliddin Bakhtiyor Uliyandari, Mellyta Veby Penyustia Vivi Yuliantari Wachidi Wachidi Wachidi Wachidi, Wachidi Wahyuni, Messy Wahyuni, Sungkem Tri Wardana, Rendy Wikrama Widiasih, Widiasih Wijaya, M. Abdilah Hananta Wulandari, Dinda Yanti Daryanti Yanto, Murni Yeoh, William Yeti Komalasari Yolanda, Fransiska Yuliana Arsil Yulistia, Tri Yunita Rahmani Yunita, Tri Yupika Maryansyah, Yupika Yuyun Yumiarty Zuki, Meizul