An Adaptive Learning System based on Tracking

Tnazefti-Kerkeni, Insaf; Ajroud, Henda Bélaïd; Talon, Bénédicte

doi:10.5220/0009571604550460

Proceedings of the 12th International Conference on Computer Supported Education 2020

DOI: 10.5220/0009571604550460

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An Adaptive Learning System based on Tracking

Insaf Tnazefti-Kerkeni

Henda Bélaïd Ajroud²,

Bénédicte Talon

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2022

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A Cognitive Diagnosis Method in Adaptive Learning System Based on Preconceptions

Wang

Liang

2022

Scientific Programming

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One advantage of an adaptive learning system is the ability to personalize learning to the needs of individual users. Realizing this personalization requires first a precise diagnosis of individual users’ relevant attributes and characteristics and the provision of adaptability-enabling resources and pathways for feedback. In this paper, a preconcept system is constructed to diagnose users' cognitive status of specific learning content, including learning progress, specific preconcept viewpoint, preconcept source, and learning disability. The “Force and Movement” topic from junior high school physics is used as a case study to describe the method for constructing a preconception system. Based on the preconception system, a method and application process for diagnosing user cognition is introduced. This diagnosis method is used in three ways: firstly, as a diagnostic dimension for an adaptive learning system, improving the ability of highly-adaptive learning systems to support learning activities, such as through visualization of the cognition states of students; secondly, for an attribution analysis of preconceptions to provide a basis for adaptive learning organizations; and finally, for predicting the obstacles users may face in the learning process, in order to provide a basis for adaptive learning pathways.

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A Cognitive Diagnosis Method in Adaptive Learning System Based on Preconceptions

Wang

Liang

2022

Scientific Programming

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An Adaptive Learning System based on Tracking

Cited by 1 publication

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A Cognitive Diagnosis Method in Adaptive Learning System Based on Preconceptions

A Cognitive Diagnosis Method in Adaptive Learning System Based on Preconceptions

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