著者

金 明哲

出版者

勉誠出版

雑誌

人文学と情報処理 (ISSN:09194428)

巻号頁・発行日

no.20, pp.64-71, 1999-03

著者

金 明哲

出版者

日本行動計量学会

雑誌

行動計量学 (ISSN:03855481)

巻号頁・発行日

vol.36, no.2, pp.89-103, 2009 (Released:2010-06-29)

参考文献数

27

被引用文献数

2 3

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In this research, as a basis of studies regarding when certain works were written, an estimation was attempted using the works of Ryunosuke Akutagawa. In the experiment, two types of data sets were created from the text with part-of-speech tagging, and a comparative analysis was performed using three methods: Linear Regression, Support Vector Regression, and Random Forest Regression. As a result, when the works were written was estimated with rather high accuracy. The average of absolute value of estimation error and standard deviation was approximately 1.4 years. The order of high accuracy of estimation was Random Forest Regression, Support Vector Regression, and Linear Regression.

著者

金 明哲

出版者

統計情報研究開発センタ-

雑誌

エストレ-ラ (ISSN:13435647)

巻号頁・発行日

no.183, pp.40-45, 2009-06