ホウチン テルヒサ   Teruhisa Hochin
  寶珍 輝尚
   所属   追手門学院大学  理工学部 情報工学科
   職種   教授
言語種別 英語
発行・発表の年月 2012
形態種別 論文
査読 査読あり
標題 Improvement of estimation accuracy of factor scores from feature values of statements
執筆形態 共著・編著(代表編著を除く)
掲載誌名 Proceedings - 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, ICIS 2012
掲載区分国外
出版社・発行元 IEEE Computer Society
巻・号・頁 pp.300-305
著者・共著者 Yuya Yokoyama,Teruhisa Hochin,Hiroki Nomiya,Tetsuji Satoh
概要 In order to avoid the problem of mismatch between the questioner and the respondent, we have conducted impression evaluation experiment and nine factors are obtained as a result. Then factor scores of any other statements are tried to be estimated by using multiple regression analysis. This result, however, shows that the estimation accuracy was insufficient and that the ninth factor could not be obtained. To improve the estimation accuracy, some feature values, such as word imageability and closing sentence expressions are introduced in this paper. The result of the analysis shows that the estimation accuracy is drastically improved and that closing sentence expressions as well as style or content of sentences are significant for estimation accuracy. © 2012 IEEE.
DOI 10.1109/ICIS.2012.60
DBLP ID conf/ACISicis/YokoyamaHNS12
PermalinkURL https://dblp.uni-trier.de/rec/conf/ACISicis/2012
researchmap用URL https://dblp.uni-trier.de/db/conf/ACISicis/ACISicis2012.html#YokoyamaHNS12