Development of predictive models for overall preference scores of flour based food products
Project/Area Number |
22780236
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Research Category |
Grant-in-Aid for Young Scientists (B)
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Allocation Type | Single-year Grants |
Research Field |
Agricultural information engineering
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Research Institution | The University of Tokyo |
Principal Investigator |
ARAKI Tetsuya 東京大学, 大学院・農学生命科学研究科, 准教授 (40420228)
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Project Period (FY) |
2010 – 2012
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Project Status |
Completed (Fiscal Year 2012)
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Budget Amount *help |
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2012: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2011: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2010: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
|
Keywords | 画像処理 / 画像認識 / 小麦粉製品 / 励起・蛍光マトリクス / おいしさ / 食感 / 内部構造 |
Research Abstract |
Gluten distribution was successfully visualized and quantified for bread dough under four different mixing conditions. An algorithm was developed for quantifying bubble structure in baked bread from scanned images of its cross section. Investigation of viscoelastic parameters directly influencing the texture of baked bread resulted in the discrepancy between expansibility and softness of the samples. Further challenge is to improve the accuracy of sensory evaluation data for constructing predictive models of overall preference scores.
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Report
(4 results)
Research Products
(83 results)
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[Journal Article] Development of a quantitative visualization technique for gluten in dough using fluorescence fingerprint imaging2012
Author(s)
Kokawa, M., Sugiyama, J., Tsuta, M., Yoshimura, M., Fujita, K., Shibata, M., Araki, T., Nabetani, H.
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Journal Title
Food and Bioprocess Technology
Volume: 印刷中
Issue: 11
Pages: 1-11
DOI
Related Report
Peer Reviewed
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[Journal Article] Changes in the Texture and Viscoelastic Properties of Bread Containing Rice Porridge during Storage2012
Author(s)
Tsai CL, Sugiyama J, Shibata M, Kokawa M, Fujita K, Tsuta M, Nabetani H, Araki T
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Journal Title
Bioscience, Biotechnology, and Biochemistry
Volume: 76
Issue: 2
Pages: 331-335
DOI
NAID
ISSN
0916-8451, 1347-6947
Related Report
Peer Reviewed
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[Journal Article] Package Design of Ready-to-Drink Coffee Beverages Based on Food Kansei Model-Effects of Straw and Cognition Terms on Consumer's Pleasantness2011
Author(s)
Akiyama, M., Tatsuzaki, M., Michishita, T., Ichiki, T., Sumi, M., Ikeda, M., Araki, T., Sagara, Y.
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Journal Title
Food and Bioprocess Technology
Volume: (印刷中、2011年2月23日オンライン閲覧可能 掲載確定)
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Peer Reviewed
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[Journal Article] NIR spectral imaging with discriminant analysis for detecting foreign materials among blueberries2010
Author(s)
Sugiyama, T., Sugiyama, J., Tsuta, M., Fujita, K., Shibata, M., Kokawa, M., Araki, T., Nabetani, H., Sagara, Y.
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Journal Title
Journal of Food Engineering
Volume: 101
Pages: 244-252
Related Report
Peer Reviewed
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[Journal Article] Gas Chromatography/Olfactometry and Electronic Nose Analyses of Retronasal Aroma of Espresso and Correlation with Sensory Evaluation by an Artificial Neural Network2010
Author(s)
Michishita, T, Akiyama, M., Hirano, Y., Ikeda, M., Sagara, Y., Araki, T.
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Journal Title
Journal of Food Science
Volume: 75
Related Report
Peer Reviewed
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[Presentation] 蛍光指紋によるサトイモの産地判別法開発とその精度検討.2012
Author(s)
中村結花子,藤田かおり,杉山純一,蔦 瑞樹,粉川美踏,吉村正俊,柴田真理朗,鍋谷浩志, 荒木徹也 ,中村哲
Organizer
日本食品科学工学会第59回大会
Place of Presentation
札幌,藤女子大学
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[Presentation] 蛍光指紋計測によるマンゴーの産地判別.2011
Author(s)
中村結花子, 藤田かおり,杉山純一,蔦瑞樹,粉川美踏,吉村正俊,柴田真理朗,鍋谷浩志, 荒木徹也
Organizer
日本食品工学会第12回(2011年度)年次大会
Place of Presentation
京都, 京都テルサ
Year and Date
2011-08-06
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[Presentation] Ttexture and viscoelastic properties of bread containing rice porridge (Okayu) during storage2011
Author(s)
Tsai, C.L., Sugiyama, J., Shibata, M., Kokawa, M., Fujita, K., Tsuta, M., Nabetani, H., Araki, T.
Organizer
日本食品工学会第12回年次大会
Place of Presentation
京都テルサ
Year and Date
2011-08-06
Related Report
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[Presentation] Visualization of the distribution of multiple constituents in bread dough by use of Fluorescence Fingerprint Imaging2011
Author(s)
Kokawa, M., Fujita, K., Sugiyama, J., Tsuta, M., Shibata, M., Araki, T., Nabetani, H.
Organizer
11th International Congress on Engineering and Food
Place of Presentation
Hilton Hotel, Athens
Year and Date
2011-05-23
Related Report
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[Presentation] Evaluation of viscoelastic properties and air-bubble structure of bread containing gelatinized rice2011
Author(s)
Shibata, M., Sugiyama, J., Tsai, C.L., Tsuta, M., Fujita, K., Kokawa, M., Araki, T.
Organizer
11th International Congress on Engineering and Food
Place of Presentation
Hilton Hotel, Athens
Year and Date
2011-05-23
Related Report
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[Presentation] Visualization of the gluten distribution in dough by using the excitation-emission matrix2010
Author(s)
Kokawa, M., Fujita, K., Sugiyama, J., Shibata, M., Tsuta, M., Sugiyama, T., Araki, T., Nabetani, H.
Organizer
1st International Congress on Food Technology
Place of Presentation
アンタルヤ(トルコ)
Related Report
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[Presentation] Image analysis of bread crumb structure in relation to mechanical properties2010
Author(s)
Shibata, M., Tsuta, M., Sugiyama, J., Fujita, K., Sugiyama, T., Kokawa, M., Araki, T., Nabetani, H.
Organizer
1st International Congress on Food Technology
Place of Presentation
アンタルヤ(トルコ)
Related Report
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