Jurnal Bidang Pendidikan Dasar
Vol 10 No 1 (2026): January

Adaptive content development in PPG learning LMS for Indonesian educational philosophy material based on artificial intelligence and deep learning

Suciptaningsih, Oktaviani Adhi (Unknown)
Khotimah, Khusnul (Unknown)
Mas'ula, Siti (Unknown)
Wijaya, Tommy Tanu (Unknown)
Fauzi, Nasrullah Ali (Unknown)



Article Info

Publish Date
02 Feb 2026

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.

Copyrights © 2026






Journal Info

Abbrev

JBPD

Publisher

Subject

Education

Description

Jurnal Bidang Pendidikan Dasar diterbitkan oleh Fakultas Pendidikan Universitas Kanjuruhan Malang, ISSN 2549-0125 (online), ISSN 2549-0117 (cetak). Jurnal ini menerbitkan strategi pembelajaran, manajemen sekolah dan kelas, evaluasi pendidikan, kurikulum, pengembangan media dan bahan ajar. Setiap ...