A Research of Potential Preference Estimation Method Based on EEG and Linguistic Information
Project/Area Number |
21700241
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Research Category |
Grant-in-Aid for Young Scientists (B)
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Allocation Type | Single-year Grants |
Research Field |
Sensitivity informatics/Soft computing
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Research Institution | Doshisha University |
Principal Investigator |
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Project Period (FY) |
2009 – 2011
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Project Status |
Completed (Fiscal Year 2011)
|
Budget Amount *help |
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2011: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2010: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2009: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
|
Keywords | 感性情報処理 / 脳波 / 嗜好 / 言語情報 / EEG / 感情 |
Research Abstract |
We did experiment using 64 examinees, whose watching movie by putting on EEG movement measurement device. By this experiment, we got EEG data and emotion data which needed for preference estimation. Establishing constructive method of knowledge base which used efficient clustered EEG, we succeeded to improve about 10% of accuracy by emotion estimating. Also, we developed potential preference estimation method based on linguistic information, and succeeded about 30% of accuracy improvement from existing algorithm.
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Report
(4 results)
Research Products
(73 results)
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[Presentation] 英字略語の意味判断システム2011
Author(s)
田邊僚, 吉村枝里子, 土屋誠司, 渡部広一
Organizer
FIT2011第10回情報科学技術フォーラム
Place of Presentation
函館大学(函館)
Year and Date
2011-09-09
Related Report
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[Presentation] 概念連想を用いた直喩表現の解釈2011
Author(s)
奥田裕也, 吉村枝里子, 土屋誠司, 渡部広一
Organizer
情報処理学会「第163回知能システム研究発表会」
Place of Presentation
名古屋大学(名古屋)
Year and Date
2011-03-23
Related Report
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[Presentation] 概念連想を用いた直喩表現の解釈2011
Author(s)
奥田裕也, 吉村枝里子, 土屋誠司, 渡部広一
Organizer
情報処理学会「第163回知能システム研究発表会」
Place of Presentation
名古屋大学(紙上開催)
Year and Date
2011-03-23
Related Report
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[Presentation] 二語関係の意味的判別2009
Author(s)
奥田裕也, 吉村枝里子, 土屋誠司, 渡部広一
Organizer
FIT2009第8回情報科学技術フォーラム
Place of Presentation
東北工業大学(仙台)
Year and Date
2009-09-03
Related Report
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[Presentation] 二語関係の意味的判別2009
Author(s)
奥田裕也, 吉村枝里子, 土屋誠司, 渡部広一
Organizer
FIT2009 第8回情報科学技術フォーラム
Place of Presentation
東北工業大学(仙台)
Year and Date
2009-09-03
Related Report
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