1
|
Sturtewagen L, van Mil H, Linden EVD. Complexity, Uncertainty, and Entropy: Applications to Food Sensory Perception and Other Complex Phenomena. ENTROPY (BASEL, SWITZERLAND) 2025; 27:191. [PMID: 40003188 DOI: 10.3390/e27020191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Revised: 01/21/2025] [Accepted: 01/30/2025] [Indexed: 02/27/2025]
Abstract
Complexity has been studied in various areas of science, such as ecology and sensory science. One important aspect is the quantification of the complexity of a system. There exist a multitude of different approaches. One approach relates complexity to information, with its measure introduced by Shannon. This is equal to the negative value of entropy, or uncertainty. In this review, we discuss the different approaches that are used to quantify and measure complexity in the realm of food sensory perception. We address how the food sensory field could benefit from an approach that is based on an information-theoretical footing, to allow for one quantitative measure, thus improving comparison and reproducibility among different laboratories. Reversely, the review is intended to inspire the physics community to explore complex phenomena, such as sensory perception, in terms of a general information-theoretical measure, such as entropy and other fields.
Collapse
Affiliation(s)
- Luka Sturtewagen
- Laboratory of Physics and Physical Chemistry of Foods, Wageningen University and Research Center, Bornse Weilanden 9 (Building 118), 6708 WG Wageningen, The Netherlands
| | - Harald van Mil
- Mathematical Institute, Leiden University, 2333 ZA Leiden, The Netherlands
| | - Erik van der Linden
- Laboratory of Physics and Physical Chemistry of Foods, Wageningen University and Research Center, Bornse Weilanden 9 (Building 118), 6708 WG Wageningen, The Netherlands
| |
Collapse
|
2
|
Patterson NM, Kuiper YS, Rodrigues SA, James BJ, Gant N, Hautus MJ. Advancing textural heterogeneity: Effect of manipulating multi-component model foods on the perception of textural complexity. Food Res Int 2023; 165:112533. [PMID: 36869533 DOI: 10.1016/j.foodres.2023.112533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Revised: 01/10/2023] [Accepted: 01/21/2023] [Indexed: 01/26/2023]
Abstract
The aim of this study was to identify the individual and interacting effects of varying the mechanical properties of two inserts (к-carrageenan beads; 1, 2 and 4% w/w and/or agar-based disks; 0.3, 1.2 and 3% w/w) in pectin-based gels on the perception of textural complexity. A full factorial design was utilised, 16 samples were characterised with sensory and instrumental tests. Rate-All-That-Apply (RATA) was performed by 50 untrained participants. RATA selection frequency provided different information to attribute intensity regarding the detection of low yield stress inserts. In the two-component samples, the perception of textural complexity (n = 89) increased with insert yield stress for both к-carrageenan beads and agar disks. However, with the addition of medium and high yield stress к-carrageenan beads to three-component samples, the increases in perceived textural complexity caused by increased agar yield stress were eliminated. The definition of textural complexity, the number and intensity of texture sensations, as well as their interactions and contrasts, was in line with the results, and the hypothesis that not only mechanical properties but also the interaction of components play a key role in the perception of textural complexity.
Collapse
Affiliation(s)
- Niamh M Patterson
- School of Psychology, The University of Auckland, Private Bag 92019, Auckland 1142, New Zealand.
| | - Yvonne S Kuiper
- Department of Exercise Sciences, The University of Auckland, Private Bag 92019, Auckland 1142, New Zealand
| | - Sophia A Rodrigues
- The University of Waikato, Te Whare Wananga, Private Bag 3105, Hamilton 3240, New Zealand
| | - Bryony J James
- The University of Waikato, Te Whare Wananga, Private Bag 3105, Hamilton 3240, New Zealand
| | - Nicholas Gant
- Department of Exercise Sciences, The University of Auckland, Private Bag 92019, Auckland 1142, New Zealand
| | - Michael J Hautus
- School of Psychology, The University of Auckland, Private Bag 92019, Auckland 1142, New Zealand
| |
Collapse
|
3
|
Abstract
Food oral processing (FOP) is a fast-emerging research area in the food science discipline. Since its first introduction about a decade ago, a large amount of literature has been published in this area, forming new frontiers and leading to new research opportunities. This review aims to summarize FOP research progress from current perspectives. Food texture, food flavor (aroma and taste), bolus swallowing, and eating behavior are covered in this review. The discussion of each topic is organized into three parts: a short background introduction, reflections on current research findings and achievements, and future directions and implications on food design. Physical, physiological, and psychological principles are the main concerns of discussion for each topic. The last part of the review shares views on the research challenges and outlooks of future FOP research. It is hoped that the review not only helps readers comprehend what has been achieved in the past decade but also, more importantly, identify where the knowledge gaps are and in which direction the FOP research will go.
Collapse
Affiliation(s)
- Yue He
- Laboratory of Food Oral Processing, School of Food Science and Biotechnology, Zhejiang Gongshang University, Hangzhou, Zhejiang, China;
| | - Xinmiao Wang
- Laboratory of Food Oral Processing, School of Food Science and Biotechnology, Zhejiang Gongshang University, Hangzhou, Zhejiang, China;
| | - Jianshe Chen
- Laboratory of Food Oral Processing, School of Food Science and Biotechnology, Zhejiang Gongshang University, Hangzhou, Zhejiang, China;
| |
Collapse
|
4
|
Patterson NM, Zhong Y, James BJ, Gant N, Hautus MJ. Effect of basic structural variation, aimed at increasing perceivable textures in model foods, on the perception of textural complexity. Food Qual Prefer 2021. [DOI: 10.1016/j.foodqual.2021.104196] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
|
5
|
|
6
|
Santagiuliana M, Bhaskaran V, Scholten E, Piqueras-Fiszman B, Stieger M. Don't judge new foods by their appearance! How visual and oral sensory cues affect sensory perception and liking of novel, heterogeneous foods. Food Qual Prefer 2019. [DOI: 10.1016/j.foodqual.2019.05.005] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
|
7
|
Santagiuliana M, van den Hoek IAF, Stieger M, Scholten E, Piqueras-Fiszman B. As good as expected? How consumer expectations and addition of vegetable pieces to soups influence sensory perception and liking. Food Funct 2019; 10:665-680. [DOI: 10.1039/c8fo01800f] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The aim of this study was to determine the effect of mechanical contrast and flavour concentration of carrot particles added to soups on expected and perceived sensations and liking.
Collapse
Affiliation(s)
- Marco Santagiuliana
- TI Food and Nutrition
- 6700 AN Wageningen
- The Netherlands
- Physics and Physical Chemistry of Foods
- Wageningen University
| | | | - Markus Stieger
- TI Food and Nutrition
- 6700 AN Wageningen
- The Netherlands
- Food Quality and Design
- Wageningen University
| | - Elke Scholten
- Physics and Physical Chemistry of Foods
- Wageningen University
- 6700 AA Wageningen
- The Netherlands
| | - Betina Piqueras-Fiszman
- Marketing and Consumer Behaviour
- Department of Social Sciences
- Wageningen University
- 6700 EW Wageningen
- The Netherlands
| |
Collapse
|
8
|
James B. Oral processing and texture perception influences satiation. Physiol Behav 2018; 193:238-241. [DOI: 10.1016/j.physbeh.2018.03.015] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Revised: 03/12/2018] [Accepted: 03/13/2018] [Indexed: 01/05/2023]
|
9
|
Mechanical properties affect detectability of perceived texture contrast in heterogeneous food gels. Food Hydrocoll 2018. [DOI: 10.1016/j.foodhyd.2018.02.022] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|
10
|
Xie W, Zhao W, Yan S, Wang Q, Li J. Cell wall CSF/WSF ratio value discriminates the cooked texture of lotus rhizome. INTERNATIONAL JOURNAL OF FOOD PROPERTIES 2017. [DOI: 10.1080/10942912.2017.1381703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Wei Xie
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan, Hubei, China
- Department of Biological & Chemical Engineering, Tongren University, Tongren, Guizhou, China
| | - Wenlin Zhao
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan, Hubei, China
- Aquatic Vegetable Preservation and Processing Engineering Technology Center of Hubei Province, Wuhan, Hubei, China
| | - Shoulei Yan
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan, Hubei, China
- Aquatic Vegetable Preservation and Processing Engineering Technology Center of Hubei Province, Wuhan, Hubei, China
| | - Qingzhang Wang
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan, Hubei, China
- Aquatic Vegetable Preservation and Processing Engineering Technology Center of Hubei Province, Wuhan, Hubei, China
| | - Jie Li
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan, Hubei, China
- Aquatic Vegetable Preservation and Processing Engineering Technology Center of Hubei Province, Wuhan, Hubei, China
| |
Collapse
|
11
|
Larsen DS, Tang J, Ferguson LR, James BJ. Increased textural complexity in food enhances satiation. Appetite 2016; 105:189-94. [DOI: 10.1016/j.appet.2016.05.029] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2015] [Revised: 04/18/2016] [Accepted: 05/23/2016] [Indexed: 11/29/2022]
|
12
|
Larsen DS, Tang J, Ferguson L, Morgenstern MP, James BJ. Oral Breakdown of Texturally Complex Gel-Based Model Food. J Texture Stud 2015. [DOI: 10.1111/jtxs.12146] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- Danaé S. Larsen
- Department of Chemical and Materials Engineering; School of Medical Sciences; Faculty of Medical and Health Sciences; University of Auckland; Auckland New Zealand
| | - Jingyuan Tang
- Department of Chemical and Materials Engineering; School of Medical Sciences; Faculty of Medical and Health Sciences; University of Auckland; Auckland New Zealand
| | - Lynnette Ferguson
- School of Medical and Health Science; University of Auckland; Auckland New Zealand
| | | | - Bryony J. James
- Department of Chemical and Materials Engineering; School of Medical Sciences; Faculty of Medical and Health Sciences; University of Auckland; Auckland New Zealand
| |
Collapse
|