[19a-Z01-1~10] 1.2 Education

[19a-Z01-3] Analysis of Concept Formation of Physics Based on Machine Learning

〇Tomoshige Kudo¹ (1.Kanazawa Inst. Tech.)

Keywords:Machine Learning, Peer Instruction, Concept Formation

The methods of analysis of unsupervised learning of machine learning are clustering, PCA (Principal Component Analysis), and etc. We report the results of analyses based on clustering and PCA for the concept formation of the students in the lesson of physics introducing Peer Instruction.