スギハラ トオル   Toru Sugihara
  杉原 亨
   所属   淑徳大学  高等教育研究開発センター 所属
   職種   准教授
言語種別 英語
発行・発表の年月 2018/05
形態種別 学術論文
査読 査読あり
標題 Extraction of the Characteristic Attributes of Student Athletes using a Questionnaire using the Support Vector Machine
執筆形態 共著
掲載誌名 International Journal of Institutional Research and Management 2018,Vol.2, No.1
掲載区分国外
巻・号・頁 pp.35-48
著者・共著者 Toru Sugihara,Soichiro Aihara,Sachio Hirokawa,Takashi Nara
概要 Providing special support for student athletes and creating future educational strategies are major issues for many universities. In this study, we created a questionnaire that comprised 77 multiple choice questions. After collecting the responses from 100 student athletes and 141 other students, we analyzed the characteristic attributes of student athletes. We considered the 278 combinations of question items and the response choices as the attributes to represent the students. A student is represented as a 278 dimensional boolean vector.