Adaptive Learning Using Artificial Intelligence in e-Learning: A Literature Review
Nicolae Bălcescu Land Forces Academy · Universitatea Din Petrosani · +1 more institution
Abstract
The rapid evolution of e-learning platforms, propelled by advancements in artificial intelligence (AI) and machine learning (ML), presents a transformative potential in education. This dynamic landscape necessitates an exploration of AI/ML integration in adaptive learning systems to enhance educational outcomes. This study aims to map the current utilization of AI/ML in e-learning for adaptive learning, elucidating the benefits and challenges of such integration and assessing its impact on student engagement, retention, and performance. A comprehensive literature review was conducted, focusing on articles published from 2010 onwards, to document the integration of AI/ML in e-learning. The review analyzed 63…
Citation impact
- FWCI
- 198.00
- Percentile
- 100%
- References
- 87
Authors
6Topics & keywords
- Transformative learning
- Computer science
- Artificial intelligence
- Adaptive learning
- Personalization
- Software deployment
- Machine learning
- Educational technology
- Quality Education