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Adaptive content development in PPG learning LMS for Indonesian educational philosophy material based on artificial intelligence and deep learning Oktaviani Adhi Suciptaningsih; Khusnul Khotimah; Siti Mas'ula; Tommy Tanu Wijaya; Nasrullah Ali Fauzi
Jurnal Bidang Pendidikan Dasar Vol 10 No 1 (2026): January
Publisher : Universitas Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/jbpd.v10i1.13295

Abstract

The integration of Artificial Intelligence (AI) in higher education offers opportunities for adaptive and personalized learning; however, learning in the Indonesian Educational Philosophy course within the Teacher Professional Education Program (PPG) remains largely monologic, textual, and insufficiently reflective. This study aims to develop AI- and Deep Learning (DL)-based adaptive content integrated into the PPG Learning Management System (LMS). Using a qualitative case study design, the research involved 5 lecturers and 50 pre-service PPG students at Universitas Negeri Malang. Data were collected through observations, interviews, FGDs, documentation, and descriptive questionnaires, and analyzed using Stake’s model (description, interpretation, evaluation). Findings show that AI-integrated adaptive content—through personalized learning paths, NLP-based feedback, and learning analytics—enhances reflective engagement, contextual understanding, and learning effectiveness. The study recommends the development of AI-based LMS ecosystems to support reflective, learner-centered, and contextually meaningful teacher education.
Perbandingan Kemampuan Konversi Satuan Panjang Antara Murid yang Memanfaatkan Aplikasi Wordwall di IFP dan Media Tangga Satuan Panjang Interaktif: Sebuah Studi Literatur Luna Platina; Slamet Arifin; Siti Mas'ula; Riska Pristiani
SAP (Susunan Artikel Pendidikan) Vol. 11 No. 1 (2026): SAP
Publisher : Universitas Indraprasta PGRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30998/sap.v11i1.3503

Abstract

The ability to perform length unit conversion is a fundamental competency in fourth-grade elementary school mathematics. However, many students still experience difficulties due to learning processes that tend to be procedural and lack the use of media appropriate to their cognitive development stage. This study aims to compare the length unit conversion ability of students who utilize the Wordwall application in the IFP with those who use interactive length unit ladder media based on a literature review. The research method employed is a literature study with a qualitative approach, reviewing ten national and international journal articles published between 2023 and 2025 that are relevant to both learning media. The results indicate that interactive length unit ladder media directly and consistently improves length unit conversion ability, with mastery learning increasing to 81.48% and an N‑Gain score of 0.79 (high category). Meanwhile, the Wordwall application has been proven effective in increasing learning activity and mathematics achievement in general, but it has not been extensively studied specifically on the topic of length unit conversion. These findings highlight the importance of selecting teaching media based on the characteristics of the subject matter and open up opportunities for further experimental research to directly compare the two media in the context of learning unit conversion for length.
Co-Authors Abdulkadir Rahardjanto Ade Eka Anggraini Adi Admoko Af Idah, Salis Ainur Rofiqi Alfiatul Khusnia Anas Thohir Andi Basuki Anggarika, Febyana Setya Aprelita Hana Sajida Aprilia, Ariska Dwi Arda Purnama Putra Aries Dirgayunita Aura Nahra Nur Laila Azizi, Ata Fauzi Bahari, Priya Kusuma Barus , Yohannes Kurniawan Budi Setiawan Budiyono, Rangga Cahya S, Nur Cahyani, Fitriana Kurnia Damayanti, Susan Desi Hermawati, Desi Dewi Ayu Sakdiyyah Dewi, Santi Kurnia Dinik Hanisvana Dyan A, Anggitania Edy Sucipto Erif Ahdhianto, Erif Erif Ardhianto Etty Soesilowati Evi Ananda Putri Evita Puji Hardiyanti Evita Puji Hardiyanti Fadhilah, Ayu Faizah, Siti Faizah, Zulia Nurul Fauziyah Fevy Marta Wijaya Fevy Marta Wijaya Fina Liswati Rahayu Firdalia Lisa Anggraini Fitriah, Ulfa Laelatul Fransiska Nurul Sofiana Fransiska Nurul Sofiana Herlina Herlina I Wayan Bayu Wiarta Ibrahim Bafadal Inul Zulzila Iruntyasari, Nevy Isnanda, Adela Aprilia Jihan Ikrima Kaisra Alfikri Islami Karimah, Nikmatul Khusnul Khotimah Kirana, Rida Nanda Kusumaningtyas, Anisa Wahyu Lailatun, Silvia Laylatul Putri Rahmadini Luky, Zulaeka Setya Luna Platina M. Anas Ardhianto M. Anas Thohir M. Luthfi Oktarianto M. Zainuddin M. Zainuddin Mardhatillah, Mardhatillah Maretina, Gitanyali Bening Maria Shalvahana Mutiara Marianah, Dina Maulida Dedek Budi'ani Mellyaning K, Rika Moh Dahlan Mufidatuz Zuhro Mufidatuz Zuhro Muh. Arafik Muhammad Aris Ichwanto Naidasari, Ulfi Nanda Ayu Nandawika, Itvianoke Jihan Naseha, Siti Durotun Nasrullah Ali Fauzi Nevy Iruntyasari Nevy Iruntyasari Nevy Iruntyasari Ni Luh Sakinah Ni Luh Sakinah Ni Luh Sakinah Ni Luh Sakinah Nuraini Ni Luh Sakinah Nuraini Nina Ismatun Nadhiyah Nina Ismatun Nadhiyah Novita Nur Aini Novitasari Novitasari Nur Ainy Nur Ainy Nur Aqila Khansa Nur Cahya Sugiana Nursela Yunika Mesita Nurul Hidayah Oktaviani Adhi Suciptaningsih Pertiwi, Putri Persada Pratama, Surya Adi Priya Kusuma Bahari Priya Kusuma Bahari Punaji Setyosari Puput Intan Novita Putri Puput Intan Novita Putri Putri Junaina Miratul Habibah Rahmasari, Feby Dwi Rangga Budiyono Ratih Elvia Valda Retno Ayu Wardany Retno Ayu Wardany Rifqi Al Farizza Riska Pristiani Riska Pristiani Rohmah, Adinda Syofiatur Sa'dun Akbar Sang Aji Prawismo Setianingsih Setianingsih, Setianingsih Setyo Maqbul Raharjo Setyo Maqbul Raharjo Shirly Rizki Kusumaningrum Sijah Mariani Siti Faizah Siti Mas’ula Situmorang, Raja Uruk Slamet Arifin Slamet Arifin Sri Rahayuningsih Sudirman Sudirman Suhartono Suhartono Suhartono Suhartono Sumarni, Tutin SURAYANAH . Susandi, Ari Syahrul Syahrul Thohir , M. Anas Tommy Tanu Wijaya Tri Murti Tri Susilowati Waliah, Diyah Rutin Wan Marzuki Wan Jaafar Wicaksono, Samsiar Tri Bagus Wikan Galuh Widyarto Yudhitia Dian Putra Yulia Linguistika Yulina Fadilah Yulita, Indah Yuniawatika Yuniawatika , Yuniawatika Yunita Dwi Tamara