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All Journal PAUD Teratai Jurnal Mahasiswa Teknologi Pendidikan (JMTP) Jurnal Simetris Lembaran Ilmu Kependidikan Teknologi Pendidikan Journal of Educational Science and Technology Jurnal Kependidikan Media JTET (Jurnal Teknik Elektro Terapan) Jurnal Manajemen Pendidikan Jurnal Pendidikan : Riset dan Konseptual Jurnal Ilmiah POTENSIA JURNAL EDUCATION AND DEVELOPMENT Alignment: Journal of Administration and Educational Management International Journal of Community Service Learning Journal of Education Technology Jurnal Ilmiah Pendidikan Profesi Guru Jurnal Ilmu Pendidikan (JIP) STKIP Kusuma Negara Jurnal Ilmiah Mandala Education (JIME) Psychology, Evaluation, and Technology in Educational Research JPEK (Jurnal Pendidikan Ekonomi dan Kewirausahaan) Jurnal Studi Guru dan Pembelajaran Mudir : Jurnal Manajemen Pendidikan JPPS (Jurnal Penelitian Pendidikan Sains) Reswara: Jurnal Pengabdian Kepada Masyarakat Jurnal Pedagogi dan Pembelajaran Belantika Pendidikan Jurnal Manajemen Pendidikan dan Ilmu Sosial (JMPIS) Jurnal Pengabdian UNDIKMA MURHUM : JURNAL PENDIDIKAN ANAK USIA DINI Ceria: Jurnal Program Studi Pendidikan Anak Usia Dini Jurnal Teknologi Pendidikan : Jurnal Penelitian dan Pengembangan Pembelajaran Jurnal Pendidikan JagoMIPA: Jurnal Pendidikan Matematika dan IPA EduInovasi: Journal of Basic Educational Studies Cermin Dunia Kedokteran Journal of Education Research Transformasi dan Inovasi : Jurnal Pengabdian Masyarakat Edukasia: Jurnal Pendidikan dan Pembelajaran Makara Journal of Health Research Journal of Innovation and Research in Primary Education Journal of Learning Improvement and Lesson Study The Indonesian Journal of Gastroenterology, Hepatology and Digestive Endoscopy Educational Technology Journal Edudeena : Journal of Islamic Religious Education Journal of Pedagogy and Education Science Journal of Educational Management Research Jurnal Penyakit Dalam Indonesia International Journal of Research and Community Empowerment Bulletin of Educational Management and Innovation Educative: Jurnal Ilmiah Pendidikan International Journal of Emerging Research and Review Journal of Islamic Education Students Indonesian Journal of Early Childhood Educational Research Jurnal Madinasika: Manajemen dan Keguruan SIMPLEX: Journal of Economic Management Advances in Human Resource Management Research EDUJAVARE: International Journal of Educational Research Pratama Widya: Jurnal Pendidikan Anak Usia Dini Akademika Jurnal Teknologi Pendidikan PAUDIA: JURNAL PENELITIAN DALAM BIDANG PENDIDIKAN ANAK USIA DINI International Journal of Advances in Artificial Intelligence and Machine Learning JHSS (Journal of Humanities and Social Studies) MUARA PENDIDIKAN : Jurnal Ilmiah Ilmu Pendidikan & Sosial Humaniora Management of Education: Jurnal Manajemen Pendidikan Islam Academia Open Pedagogy Review Sekolah Dasar: Kajian Teori dan Praktik Pendidikan
Andi Kristanto
Universitas Negeri Surabaya
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Medicine & Pharmacology Nursing Physics Public Health Social Sciences Other

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AI-Driven Adaptive Online Digital Modules for Communication Courses Using Learning Analytics and Natural Language Processing Utari Dewi; Andi Kristanto; Atan Pramana; Husni Mubarok; Rizki Fitri Rahima Uulaa; Arqoma Nurveda Carreza; Favian Avila Syahmi; Makibane Daniel Ntlhane
International Journal of Advances in Artificial Intelligence and Machine Learning Vol. 3 No. 2 (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.v3i2.689

Abstract

Background: The rapid growth of online learning in higher education requires innovative solutions that support independent, scalable, and standardized learning experiences. Artificial Intelligence (AI), particularly Learning Analytics (LA) and Natural Language Processing (NLP), offers opportunities to enhance digital learning through adaptive content delivery, personalized learning pathways, and automated formative feedback.Aims: This study aimed to develop and evaluate an AI-driven adaptive online digital module for Communication courses that supports personalized learning and standardized instruction across higher education institutions using Gemini.Methods: This study employed the ADDIE development model, comprising Analysis, Design, Development, Implementation, and Evaluation. Learning Analytics was used to monitor student engagement and learning progress, while NLP analyzed students' written responses to generate automated formative feedback. The module was validated by instructional design, subject matter, and media experts, followed by individual and small-group trials. Its effectiveness was evaluated using normalized gain (N-Gain) analysis.Results: Expert validation, individual trials, and small-group evaluations indicated that the developed module achieved a "very good" level of feasibility. The effectiveness evaluation produced a high N-Gain score (0.7), indicating a substantial improvement in student learning outcomes. The integration of Learning Analytics and NLP supported adaptive learning, timely feedback, and increased student engagement.Conclusion: The AI-driven adaptive digital module is feasible and effective for supporting online learning in Communication courses. Integrating Learning Analytics and Natural Language Processing enables personalized instruction and data-informed learning support, making the module a promising approach for improving learning quality in higher education.
Evidence-Based Professional Behavior Optimization Model (EPBOM) Training Model for Employee Competence at Bank Indonesia Malang Representative Office Rr Febby Pudjian Ilianti; Suryanti Suryanti; Heryanto Susilo; Andi Kristanto; Nunuk Hariyati
Advances in Human Resource Management Research Vol. 4 No. 3 (2026)
Publisher : Yayasan Pendidikan Bukhari Dwi Muslim

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.60079/ahrmr.v4i3.865

Abstract

Purpose: The purpose of this study is to examine how the Bank Indonesia Malang Representative Office has improved staff competency through the use of the Evidence-Based Professional Behavior Optimization Model (EPBOM) Training Model. Research Method: Using purposive sampling and a qualitative approach, the study included 48 employees enrolled in the EPBOM training program. Throughout the training process, information was gathered through in-depth interviews, observations, documentation, and thoughtful assessments of staff members' professional conduct. Triangulation techniques were used for data reduction, data display, and conclusion drawing. Results and Discussion: The results show that incorporating evidence-based professional conduct, technical competence enhancement, adaptive communication, a collaborative work culture, and transformational leadership support enhanced employee competency through the EPBOM training model. Additionally, work discipline, problem-solving skills, accountability, service quality, and professional work engagement all improved as a result of the training. Implications: This study emphasizes the importance of evidence-based behavioral training models for strengthening organizational human resource development policies, particularly in strategic public institutions. Originality: The development of an evidence-based professional behavior optimization model, combined with competence-building and professional performance enhancement, within the framework of Bank Indonesia institutional training makes this study unique.
Co-Authors Abna Hidayati Adiwinata, Sheila Adiwinata, Sheila Afdal Mazni Afriani Afriani AGUSTINA, AFIFFAH Ahimsa, Titos Ahmad Fathul Allam Ahmad Saefulloh ALIM SUMARNO Alim Sumarno Aliyah, Rifatul Amalia, Kaniati Aminudin Zakaria Amrozi Khamidi Amrozi Khamidi Anahita Ghanad Andi Mariono Angelina, Frida Anindita Safira Arlina Anwar, Ruri Restia APRILIA, SINDI Ari Fahrial Syam Ariwibowo, Agung Arqoma Nurveda Carreza Aryo Pinandito Atan Pramana Atiyah Manzilatur Rohmah Avinda Zakcy Ramadhan Bachri, Bachtiar S. Bachri, Bachtiar Sjaiful Bachtiar Saiful Bahri Bachtiar Sjaiful Bachri Bachtiar Syaiful Bachri, Bachtiar Syaiful Beatrice Belinda Phang Belinda Phang, Beatrice Benny N Kurniawan, Benny N Budi Purwoko Budi, UL Bunayyah, Siti CATUR SETYAWATI, OKTAVIA Cendani, Tinezia Choirunnisa, Nadia Lutfi Cindi Ambar Puspitasari, Cindi Ambar Citra Fitri Kholidya Citra Kurniawan Daniel Edbert, Daniel Daoyi, Zheng Darwati Darwati Deka Dwi Susanti Desembra Sohilait Devi Purnamasari Sasongko Dhini, Bachriah Fatwa Dwi Supriono Dwi Wulandari, Rosida Dwinata, Algi Eko Sediyono Eli Karliani Eppy Eppy Erni J. Nelwan, Erni J. ERNY ROESMININGSIH Erny Roesminingsih Erny Roesminingsih Evi Sulistiyani Fajar Arianto Fajar Arianto Fauziyah, Cicik Favian Avila Syahmi Febrianti, Farida Finna Christianty, Finna Fitri, Ruqoyya Fitriana Fitriana Fofi Fana Galuh Rahmawati Ganes Gunansyah Gunarti Dwi Lestari Hadi, Muhammad Fajrul HALIM PUTRI, RATNAWATI Haq, Mohammad Haq, Sayhidul Hasanah, Ummul Hendra Pratama HENDRATNO Henry Praherdhiono Herwidyatmono, Tri Heryanto Susilo Hirnanda Dimas Pradana Hirnanda Dimas Pradana Husni Mubarok Ibnu Muanas Iman Firmansyah Imara, Faridah Ummu Irena Yolanita Maureen Istiq’faroh, Nurul Jamaludin . Jaya Roza Azzukhrufi Josephin Rasidi Kaniati Amalia Kaniati Amalia Kartika Rinakit Kartika Rinakit Adhe, Kartika Rinakit Karwanto Karwanto, Karwanto Khoirun Nisa' khusnul khotimah Khusnul Khotimah Kifle Kassaw Mulatu Lestyono, Era Fazira Lucky Prima Makibane Daniel Ntlhane Malaikosa, Yes Matheos Lesarus Mallevi Agustin Ningrum, Mallevi Agustin Marufah Marufah Mashadi, Aisya Mauleti, Ifael Y Meisa Diningrat, Syaiputra Wahyuda MIFTAKHUL JANNAH Millah Hanifah Mochamad Choirudin Mochamad Nursalim Mohammad Syahidul Haq Mohammad Syahidul Haq Mohammad Syaikhul Haq Mohammad Taufik Muchamad Arif Mufarrihul Hazin MUHAMAD SHOLEH Muhammad Fajrul Hadi Muhammad Nur Salim Muhammad Sholeh Mustaji Mustaji Mustaji Mustaji, Mustaji Nadia Lutfi Choirunnisa NADILLA PARAMITHA, DIA Naili Rohmah, Naili Nazar, Lailatun Noer Fitriyanti Noor Lailie Novika Rahayu, Novika Nunuk Hariyati Nunuk Hariyati Nuphanudin Nur Fadilah, Siti Nurul Azmi, Nurul Nurul Istighfaroh Nurul Istiq’faroh Nuvianti, Irma’atul Patria Saroinsong, Wulan Phang, Beatrice Belinda Prasetiyanto, Ari Eka Prima, Lucky Pristiwati, Lila Pujiriyanto . Putri, Indri Subandi Rachma Hasibuan Rachmadyanti , Putri Rachmawati, Kembar Rahayu, Retno Kinanti Ramadhan Maruta Pradana Ramadhan, Avinda Zakcy Ramadhani, Rahmi Putri Randy Adiwinata Randy Adiwinata, Randy Rasidi, Josephine Ratnaningsih, Hanifa Ayu RIASTI, NOVIDA Rifkah Retno Andriyani, Rifkah Retno Rika Bur Rizki Fitri Rahima Uulaa Robert Sinto Rossa Triyantara, Dendy Roudlotul Islamiyah, Roudlotul Rr Febby Pudjian Ilianti Rr Nanik Setyowati Ruqoyyah Fitri SAFITRI, LIDIA Salwa, Kemala Adinda Samuel Beta K, Samuel Beta Sayhidul Haq Sayhidul Haq, Mohammad SEBA WADJA, PEGGY Setyawati, Sri Shahrin Bin Hashim Sheila Adiwinata Sherly Carolline Santo Sijia, Sun Silvia Suminto, Silvia Sinta Maulida Hapsari, Sinta Maulida Siti Aisyah Siti Endang Apriyanti Siti Zubaidah Solihin , Annas Solihin, Annas Soroy Lardo Sri Indahyani Sri Setyowati Stephanie, Aurelia Sucoko Sucoko Suharto Suharto SULISTIYOWATI, TITIK Sulistyo Warjono, Sulistyo Suryanti Suryanti Suryanti Susanti, Deka Dwi Susarno, Lamijan Hadi SYAIPUTRA WAHYUDA MEISA DINING Syunu Trihantoyo Syunu Trihantoyo Timoteus Richard Timoteus Richard, Timoteus Tinezia Cendani Tri Herwidyatmono TRIHANTOYO, SYUNU Uswatun Hasanah Utari Dewi Utari Dewi Vatosoa Idaly, Randrianatolotriniavonirina Mendrika Vicy Reynaldo Parlindungan Manurung virdaus, varia virdania Wahono Widodo Widodo Willy Brodus Uwan Willy Brodus Uwan, Willy Brodus Windha Ana Sevia Wulan Patria Saroinsong Yes Matheos Lasarus Malaikosa Yurika Fauzia Wardhani Zahroh, Mihnatuz Zumara, Noor Iz