Food texture evaluation using logistic regression model and magnetic food texture sensor

被引:13
作者
Nakamoto, Hiroyuki [1 ]
Nishikubo, Daisuke [1 ]
Kobayashi, Futoshi [1 ]
机构
[1] Kobe Univ, Grad Sch Syst Informat, Nada Ku, 1-1 Rokkodai Cho, Kobe, Hyogo 6578501, Japan
关键词
Food texture; Magnetic sensor; Logistic regression model; Texture profile analysis; CRISPNESS; CHIP;
D O I
10.1016/j.jfoodeng.2017.11.008
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
A food texture evaluation method using a magnetic food texture sensor is proposed for the visualization of food texture. The food texture sensor measures two time-series waves, one of force and one of vibration, during fracture of a food sample. Twenty profiles were extracted from the two waves. The evaluation method selected the profiles to use in the logistic model and determined the coefficients of the model based on the results of sensory tests. Laboratory experiments confirmed that the logistic model evaluated the food textures as radar charts. In addition, the model can potentially evaluate the food textures of unknown foods. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:20 / 28
页数:9
相关论文
共 50 条
  • [31] A new device for acoustic measurement of food texture using free running probe
    Akimoto, H.
    Sakurai, N.
    Shirai, D.
    JOURNAL OF FOOD ENGINEERING, 2017, 215 : 156 - 160
  • [32] The Estimation System of Food Texture Considering Sound and Load using Neural Networks
    Kato, Shigeru
    Wada, Naoki
    Murakami, Naruse
    Ito, Ryuji
    Kondo, Rina
    Goto, Yuma
    2017 INTERNATIONAL CONFERENCE ON BIOMETRICS AND KANSEI ENGINEERING (ICBAKE), 2017, : 104 - 109
  • [33] Prediction of food texture changes using force data in simulations of repetitive chewing
    Aoki, Takahiro
    Nakamoto, Hiroyuki
    Kobayashi, Futoshi
    FOOD SCIENCE AND TECHNOLOGY RESEARCH, 2024, 30 (06) : 635 - 645
  • [34] Cooking Methods for a Soft Diet Using Chicken Based on Food Texture Analysis
    Watanabe, Emi
    Maeno, Masami
    Kayashita, Jun
    Miyamoto, Ken-ichi
    Kogirima, Miho
    JOURNAL OF NUTRITIONAL SCIENCE AND VITAMINOLOGY, 2017, 63 (04) : 256 - 262
  • [35] Intrinsic mechanical properties of food in relation to texture parameters
    Jonkers, N.
    van Dommelen, J. A. W.
    Geers, M. G. D.
    MECHANICS OF TIME-DEPENDENT MATERIALS, 2022, 26 (02) : 323 - 346
  • [36] Effects of food texture and head posture on oropharyngeal swallowing
    Tsukada, Tetsu
    Taniguchi, Hiroshige
    Ootaki, Sachiko
    Yamada, Yoshiaki
    Inoue, Makoto
    JOURNAL OF APPLIED PHYSIOLOGY, 2009, 106 (06) : 1848 - 1857
  • [37] Recent application of protein hydrolysates in food texture modification
    Asaithambi, Niveditha
    Singha, Poonam
    Singh, Sushil Kumar
    CRITICAL REVIEWS IN FOOD SCIENCE AND NUTRITION, 2023, 63 (30) : 10412 - 10443
  • [38] Food texture assessment and preference based on Mouth Behavior
    Jeltema, Melissa
    Beckley, Jacqueline
    Vahalik, Jennifer
    FOOD QUALITY AND PREFERENCE, 2016, 52 : 160 - 171
  • [39] Intrinsic mechanical properties of food in relation to texture parameters
    N. Jonkers
    J. A. W. van Dommelen
    M. G. D. Geers
    Mechanics of Time-Dependent Materials, 2022, 26 : 323 - 346
  • [40] Food Texture Analysis in the 21st Century
    Tunick, Michael H.
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2011, 59 (05) : 1477 - 1480