Application of ID3 Algorithm in Network Personalized Learning.

Abstract: Aiming at network teaching of high school, personalized learning system model is proposed in this paper. The model includes data source preprocessing, students feature modeling and data mining platform. According to major feature, gender feature, personality feature and cognitive feature, this paper proposes a student feature analysis model under network. Based on the model and applying the ID3 classification algorithm, we can make a decision to forecast whether students have the ability to pass test. Besides, it also provides the decision-making supporting for individualized teaching. [Copyright &y& Elsevier]