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1. www.sciencedirect.com › science › articleAI-enabled adaptive learning systems: A systematic mapping of ...

   www.sciencedirect.com › science › article

   Jan 1, 2021 · We found that systems (adaptive learning system, intelligent mechanisms and adaptive learning platform) and frameworks for adaptive learning were the most proposed and utilised interventions for addressing the challenges faced by students and teachers.

2. www.mdpi.com › 2227/7102/13-12 › 1216Adaptive Learning Using Artificial Intelligence in e-Learning ...

   www.mdpi.com › 2227/7102/13-12 › 1216

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   Dec 6, 2023 · By adapting to the specific requirements of each student, adaptive learning promotes effective and efficient learning, maximizes engagement, and enhances educational outcomes. We explore the significance of adaptive learning in e-learning, highlighting its benefits.

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     Adaptive learning: What is it and is it important?

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4. onlinelibrary.wiley.com › doi › 10AI‐driven adaptive learning for sustainable educational ...

   onlinelibrary.wiley.com › doi › 10

   Oct 3, 2024 · The use of AI-driven adaptive learning platforms in diverse educational settings has shown promising results in reducing achievement gaps between students from different socio-economic backgrounds.

5. ieeexplore.ieee.org › document › 10563448Enhancing Educational Adaptability: A Review and Analysis of ...

   ieeexplore.ieee.org › document › 10563448

   This study explores the transformative potential of AI-powered adaptive learning platforms (ALPs) in education, specifically focusing on personalized learning paths and their impact on student engagement and outcomes.

6. journals.sagepub.com › doi › pdfThe Efficacy of Artificial Intelligence-Enabled Adaptive ...

   journals.sagepub.com › doi › pdf

   May 15, 2024 · This meta-analysis examined the overall effect of AI-enabled adaptive learning systems on students’ cognitive learning outcomes when compared with non-adaptive learning interventions and found that they have a medium to large positive effect size ( g = 0.70).

7. www.nature.com › articles › s41599/023/02376-5Students’ online learning adaptability and their continuous ...

   www.nature.com › articles › s41599/023/02376-5

   Nov 18, 2023 · The adaptability of students to online learning and their sustained willingness to engage with it constitute two pivotal factors influencing the effective operation of online education...

8. People also ask

   What are adaptive learning platforms?

   • Adaptive learning platforms leverage this capability by continuously monitoring students' progress and adapting instructional content accordingly. This personalized approach ensures that students receive targeted support where they need it most (Muñoz et al., 2022).

   AI‐driven adaptive learning for sustainable educational transformation

   onlinelibrary.wiley.com/doi/10.1002/sd.3221

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   What are adaptive learning systems?

   • Adaptive learning systems are personalised learning platforms that adapt to students’ learning strategies, the sequence and difficulty of the task abilities, the time of feedback and students’ preferences (Pliakos et al., 2019; Xie et al., 2019).

   AI-enabled adaptive learning systems: A systematic mapping of the

   www.sciencedirect.com/science/article/pii/S2666920X21000114

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   Do adaptive learning technologies improve learning outcomes?

   • Over time, students who engage with adaptive learning technologies often exhibit higher levels of engagement and motivation, which contributes to better educational outcomes (Yang et al., 2022).

   AI‐driven adaptive learning for sustainable educational transformation

   onlinelibrary.wiley.com/doi/10.1002/sd.3221

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   Do AI-enabled adaptive learning systems improve students' cognitive learning outcomes?

   • This meta-analysis examined the overall effect of AI-enabled adaptive learning systems on students’ cognitive learning outcomes when compared with non-adaptive learning interventions and found that they have a medium to large positive effect size ( g = 0.70).

   The Efficacy of Artificial Intelligence-Enabled Adaptive Learning

   journals.sagepub.com/doi/pdf/10.1177/07356331241240459

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   What are the benefits of adaptive e-learning?

   • Improved Learning Outcomes: Adaptive e-learning platforms powered by AI/ML algorithms can track and analyze learner performance, identify knowledge gaps, and offer remedial content or activities to address those gaps. This personalized approach helps optimize learning outcomes by focusing on areas where learners need more support and practice .

   Adaptive Learning Using Artificial Intelligence in e-Learning: A ... - MDPI

   www.mdpi.com/2227-7102/13/12/1216

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   How can adaptive learning systems improve student engagement?

   • By analyzing and interpreting learner data, adaptive learning systems can make informed decisions to provide personalized learning experiences, optimize learning outcomes, and enhance student engagement.

   Adaptive Learning Using Artificial Intelligence in e-Learning: A ... - MDPI

   www.mdpi.com/2227-7102/13/12/1216

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9. www.researchgate.net › publication › 376298332(PDF) Adaptive Learning Using Artificial Intelligence in e ...

   www.researchgate.net › publication › 376298332

   Dec 6, 2023 · 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...