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 |
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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 |