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Jun 15, 2020 · Drawing on the identified adaptive learning techniques, we categorized four types of adaptive learning technologies: (1) adaptive learning system, (2) adaptive learning applications, (3) adaptive teaching approach, and (4) adaptive design solutions.
- Florence Martin, Yan Chen, Robert L. Moore, Carl D. Westine
- 2020
Oct 1, 2021 · The paper is based on mixed research methods that were used to study the impact as follows: Development method is used in designing the adaptive e-learning environment, a quasi-experimental research design for conducting the research experiment.
- Hassan A. El-Sabagh, Hassan A. El-Sabagh
- haelsabagh@uqu.edu.sa
- 2021
Jun 15, 2020 · This systematic review of research on adaptive learning used a strategic search process to synthesize research on adaptive learning based on publication trends, instructional context, research...
Sep 5, 2023 · The most common techniques used in ALS were rule-based systems built by experts, fuzzy logic, and clustering. The most common feature of ALS identified was learning resources, and the majority of studies focused on investigating the impact of system accuracy.
Jul 22, 2022 · Their research questions focused on the learner traits used in the adaptive online learning, the methods used to identify those traits and the challenges of adaptive online learning. They did not look at what was adapted and how the adaptation happened in adaptive online learning systems.
Dec 6, 2023 · The paper describes the research, design, and implementation of intelligent learning environments (ILEs) that leverage a combination of expert systems, adaptive training systems, and several mathematical and computational methods to provide a personalized and efficient learning experience.
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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.
