Factor analysis for performance prediction using e-book learning logs

E-book system (DITel) is used to organize the collected data, and based on the learner's efforts in electronic teaching materials, a machine learning tool called Scklearn is used for decision tree analysis. The relationship between the learning log and the learning style was analyzed. The necessity of comparing the learning style and the learning log was explained, but it was also clear from the experimental results that it is necessary to consider the learning style. In the future, as ICT develops and the demand for electronic teaching materials increases, we hope that research on electronic teaching materials that can be used more effectively by learners and teachers will be promoted.