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Increasing learning and student satisfaction
- Adaptive learning personalizes learning by continuously evaluating each student’s performance in real time and creating an ever-changing individualized learning pathway as directed by artificial intelligence and machine learning, thus increasing learning and student satisfaction.
www.researchgate.net/publication/349968589_Personalized_and_Adaptive_Learning
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Oct 3, 2024 · Additionally, this approach promotes self-directed learning as students take ownership of their education by setting goals and monitoring progress. Moreover, adaptive learning systems collect vast amounts of data on student performance, allowing educators to identify knowledge gaps and tailor interventions accordingly (Currie et al., 2022).
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.
- Tumaini Kabudi, Ilias O. Pappas, Dag Håkon Olsen
- 2021
Mar 12, 2021 · Adaptive learning personalizes learning by continuously evaluating each student’s performance in real time and creating an ever-changing individualized learning pathway as directed by...
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).
Feb 21, 2024 · Educational technology plays an increasingly significant role in supporting Self-Regulated Learning (SRL), while the importance of Adaptive Learning Technology (ALT) grows due to its ability to provide personalized support for learners.
Sep 18, 2019 · Smart devices and intelligent technologies are enabling a smart learning environment to effectively promote the development of personalized learning and adaptive learning, in line with the trend of accelerating the integration of both.
Apr 3, 2024 · Some adaptive learning systems, such as Korbit, promote active learning by alternating instruction with interactive problem-solving exercises, coding exercises, project-based learning, Socratic tutoring, and video lectures (St-Hilaire et al., 2022).
