Share Paper: One-minute Paper as a Basis of Automatic Prediction of Student’s Grade

  1. Yoshio Yamagishi, Kanazawa Institute of Technology, Japan
Wednesday, June 29 4:00-4:30 PM Pavilion Ballroom D

Abstract: One-minute paper (OMP), which is usually assigned at the end of a class and requires students to write down about the class in a minute or two, may reflect student’s learning level. We explore the potentiality of OMP as a basis of automatic prediction of student’s grade. Total 2198 OMPs were collected in our lecture named “Fundamental Programing”, which is for the first year students of Department of Media Informatics, Kanazawa Institute of Technology for two years. Those OMPs were inputted to three classifiers based on different machine learning algorithms such as Naïve Bayes, Support Vector Machine and Convolution Neural ...