Design of Teaching Platform Based on Mouse Behavior Analysis
An adaptive teaching platform development method is proposed.We judge students'cognitive state to learning content using the characteristics of their mouse operation,construct curriculum resource model based on knowledge graph,and adjust learning resources for students dynamically according to the diagnosis results of their cognitive states.The training algorithm of the cognitive state tracking model,the knowledge tracking algorithm,and the dynamic adjustment method of learning resources are given.The practice shows that the teaching platform developed by this method has a good effect on improving stu-dents'learning quality and efficiency.
adaptive learningmouse behaviorlearning statelearning material recommendation
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