Tadribuna: Journal of Islamic Management Education
Vol. 6 No. 2 (2026): Januari-Juni

Penerapan Metode Deep Learning Dalam Mengoptimalkan Mutu Pendidikan Berbasis Kecerdasan Buatan

Sri Masyitah (STIT Ar-Raudhatul Hasanah Medan)
Hendri Yahya Saputra (STAI Samora Pematangsiantar)
Lenny Faridah Hanum Manullang (UPT Sekolah Dasar Negeri 060911 Dinas Pendidikan dan Kebudayaan Kota Medan)
Rushaifah Mumtazah Lubis (STIT Ar-Raudhatul Hasanah Medan)



Article Info

Publish Date
20 Jun 2026

Abstract

The development of artificial intelligence and the demands of 21st-century competencies have encouraged learning that is more meaningful, adaptive, and student-centered. This study aims to analyze the implementation of AI-based Deep Learning in optimizing the quality of education. This research used a qualitative method with a literature study approach. The findings show that AI-based Deep Learning can improve learning personalization, student engagement, conceptual understanding, learning performance analysis, and the effectiveness of assessment. The strengths of this approach lie in its ability to make learning more adaptive, interactive, and measurable. However, its implementation still faces several challenges, including limited infrastructure, teacher competence, data quality, institutional readiness, and ethical and privacy issues related to student data. This study concludes that AI-based Deep Learning has the potential to improve the quality of education when supported by the overall readiness of the education system.

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Journal Info

Abbrev

tadribunajournals

Publisher

Subject

Religion Education Social Sciences Other

Description

Tadribuna: Journal of Islamic Management Education is a scientific journal of Islamic Education Management that publishes scientific articles and field research in the field of Islamic Education Management. The scope of the Tadribuna Journal includes: 1. Modernization of Islamic Education; 2. ...