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September 10, 2025Asian Journal of Applied Education (AJAE)0 citationsOpen Access

A Literature Review on the Implementation of Deep Learning Approaches in Al-Assisted Education

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AIAgung IndrianingsiUniversitas Kristen IndonesiaWWWinarni WinarniUniversitas Kristen IndonesiaBIBalthasar InsantuanUniversitas Kristen Indonesia

Key Points

  • AI enhances student motivation and provides instant feedback, leading to improved learning outcomes.
  • Effective implementation strategies and teacher competency development are crucial for AI integration in education.
  • Challenges like data privacy and technological access gaps must be addressed for successful AI adoption.
  • AI applications like chatbots and learning analytics support personalized, adaptive, and inclusive educational experiences.

Abstract

The advancement of digital technology and artificial intelligence (AI) has brought significant transformation to the field of education, particularly in the implementation of deep learning approaches. This study aims to review various literature sources on the integration of AI in deep learning to create learning experiences that are more personalized, adaptive, efficient, and inclusive. Through a literature review of scholarly sources, this study identifies several AI applications such as chatbots, content recommendation systems, automated assessments, language learning apps, and learning analytics that support the core principles of deep learning: mindfulness, meaningfulness, and joyfulness. The findings indicate that AI can enhance student motivation, provide real-time feedback, and respond to individual learning needs. However, challenges remain in terms of data privacy, technological access gaps, and ethical considerations. Therefore, effective implementation strategies, teacher competency development, and inclusive policies are essential for the successful adoption of AI-based deep learning. This study offers practical insights for educators and policymakers to optimize the potential of AI in improving the quality of education in the digital era.

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Cite This Study

Indrianingsi et al. (2025) studied this question.

synapsesocial.com/papers/68c1bd3254b1d3bfb60ee343https://doi.org/10.55927/ajae.v4i3.14725
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