DocumentCode
3308422
Title
Explaining Estimation of Factor Scores of Question and Answer Statements
Author
Yokoyama, Yuva ; Hochin, Terushisa ; Nomiya, Hiroki ; Satoh, Tetsuji
Author_Institution
Grad. Sch. of Inf. Sci., Kyoto Inst. of Technol., Kyoto, Japan
fYear
2012
fDate
8-10 Aug. 2012
Firstpage
779
Lastpage
784
Abstract
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 have been tried to be estimated by using multiple regression analysis from feature values of statements. By adopting syntactic information of statements, word imageability and closing sentence expressions as the feature values, all the factor scores were well estimated. This paper tries to explain the estimation result with major feature values. The explanation is confirmed by comparing the features of the statements having high and low factor scores with the major features.
Keywords
feature extraction; question answering (information retrieval); regression analysis; closing sentence expressions; factor scores estimation; multiple regression analysis; question and answer statements; statements feature values; statements syntactic information; word imageability; Artificial intelligence; Distributed computing; Software engineering; Factor Score; Multiple Regression Analysis; Question & Answer site;
fLanguage
English
Publisher
ieee
Conference_Titel
Software Engineering, Artificial Intelligence, Networking and Parallel & Distributed Computing (SNPD), 2012 13th ACIS International Conference on
Conference_Location
Kyoto
Print_ISBN
978-1-4673-2120-4
Type
conf
DOI
10.1109/SNPD.2012.52
Filename
6299371
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