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- Adaptive learning technologies refer to educational systems that leverage data analytics and AI to personalize the learning experience. These technologies dynamically adjust the presentation of educational content based on an individual student's performance, learning pace, and preferences (Gligorea et al., 2023; Khan et al., 2022).
onlinelibrary.wiley.com/doi/full/10.1002/sd.3221
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Apr 1, 2021 · Technology-based adaptive learning systems or e-learning systems can provide students with immediate assistance, resources specific to their learning needs, and relevant feedback that students may need. Adaptive learning typically occurs on a web-based platform.
Jun 15, 2020 · Drawing on our definition of adaptive technology in this systematic review, we classified the employed adaptive technology into four categories: (1) adaptive learning system, (2) adaptive learning application, (3) adaptive teaching approach, and (4) adaptive design.
- Florence Martin, Yan Chen, Robert L. Moore, Carl D. Westine
- 2020
It explores different components of adaptive learning systems, highlighting specific challenges related to learner modeling, content design, adaptive technologies and research methodology. Through a detailed examination of these challenges, the article puts forth theoretical and practical solutions.
Sep 30, 2020 · We hereby provide an overview over various options on how adaptive systems can be designed and implemented in terms of core models, reasons for and goals of adaptation, learner characteristics, contexts and instructional techniques and methods.
- Christof Imhof, Per Bergamin, Stéphanie McGarrity
- 2020
Oct 17, 2016 · Adaptive learning systems are designed to dynamically adjust to the level or type of course content based on an individual student's abilities or skill attainment, in ways that accelerate a learner's performance with both automated and instructor interventions.
Adaptive or personalized learning has become possible by implementing intelligent learning systems, integrating learners’ preferences, analyzing individual learning data, and so on (Xie, Chu, Hwang, & Wang, 2019). Adaptive learning can achieve the requirements of personalized learning.
May 15, 2024 · The purpose of this research study was to examine the overall effect of adaptive learning systems deployed using artificial intelligence technology across a range of relevant variables (e.g., duration, student level, etc.).
