The 68th JSAP Spring Meeting 2021

Presentation information

Oral presentation

1 Interdisciplinary Physics and Related Areas of Science and Technology » 1.2 Education

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

Fri. Mar 19, 2021 9:00 AM - 12:00 PM Z01 (Z01)

Shizutoshi Ando(Tokyo Univ. of Sci.)

9:30 AM - 9:45 AM

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

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.