Research on student learning behavior and effectiveness based on trajectory data mining
This study involves the collection and preprocessing of students' online learning data and classroom performance trajectory data.By applying the K-Means clustering algorithm to model and analyze student learning behavior data,it explores the connections and patterns between learning behavior data and learning outcomes.The findings provide teachers with insights into students' learning states and personalized learning improvement strategies,aiding in precise teaching and thereby enhancing the overall quality and effectiveness of education.
trajectory data mininglearning behaviorlearning effectivenessdata analysisK-Means
万方数据
