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Flavor quality evaluation system of Xinjiang milk knots by using SOM neural network and the fuzzy AHP
Self‐made milk knots in Xinjiang Kazakh ethnic group were used as material to establish the quality assessment system of flavor quality. The fuzzy analytic hierarchy process based on the optimal consistency matrix was used to evaluate the quality of the samples qualitatively and quantitatively. Its...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7174216/ https://www.ncbi.nlm.nih.gov/pubmed/32328275 http://dx.doi.org/10.1002/fsn3.1501 |
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author | Wei, Zhisheng Ma, Xueping Zhan, Ping Tian, Honglei Li, Kaixuan |
author_facet | Wei, Zhisheng Ma, Xueping Zhan, Ping Tian, Honglei Li, Kaixuan |
author_sort | Wei, Zhisheng |
collection | PubMed |
description | Self‐made milk knots in Xinjiang Kazakh ethnic group were used as material to establish the quality assessment system of flavor quality. The fuzzy analytic hierarchy process based on the optimal consistency matrix was used to evaluate the quality of the samples qualitatively and quantitatively. Its result is consistent with the cluster analysis of the SOM neural network. The results showed that the milk knot samples of Altay had differences with the milk knot samples of Yili. The comprehensive evaluation system is feasible and can evaluate the quality of milk knot samples by flavor characteristics. This can provide a reference for further research on the origin of differences between two types of milk knot samples. |
format | Online Article Text |
id | pubmed-7174216 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-71742162020-04-23 Flavor quality evaluation system of Xinjiang milk knots by using SOM neural network and the fuzzy AHP Wei, Zhisheng Ma, Xueping Zhan, Ping Tian, Honglei Li, Kaixuan Food Sci Nutr Original Research Self‐made milk knots in Xinjiang Kazakh ethnic group were used as material to establish the quality assessment system of flavor quality. The fuzzy analytic hierarchy process based on the optimal consistency matrix was used to evaluate the quality of the samples qualitatively and quantitatively. Its result is consistent with the cluster analysis of the SOM neural network. The results showed that the milk knot samples of Altay had differences with the milk knot samples of Yili. The comprehensive evaluation system is feasible and can evaluate the quality of milk knot samples by flavor characteristics. This can provide a reference for further research on the origin of differences between two types of milk knot samples. John Wiley and Sons Inc. 2020-03-21 /pmc/articles/PMC7174216/ /pubmed/32328275 http://dx.doi.org/10.1002/fsn3.1501 Text en © 2020 The Authors. Food Science & Nutrition published by Wiley Periodicals, Inc. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Research Wei, Zhisheng Ma, Xueping Zhan, Ping Tian, Honglei Li, Kaixuan Flavor quality evaluation system of Xinjiang milk knots by using SOM neural network and the fuzzy AHP |
title | Flavor quality evaluation system of Xinjiang milk knots by using SOM neural network and the fuzzy AHP |
title_full | Flavor quality evaluation system of Xinjiang milk knots by using SOM neural network and the fuzzy AHP |
title_fullStr | Flavor quality evaluation system of Xinjiang milk knots by using SOM neural network and the fuzzy AHP |
title_full_unstemmed | Flavor quality evaluation system of Xinjiang milk knots by using SOM neural network and the fuzzy AHP |
title_short | Flavor quality evaluation system of Xinjiang milk knots by using SOM neural network and the fuzzy AHP |
title_sort | flavor quality evaluation system of xinjiang milk knots by using som neural network and the fuzzy ahp |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7174216/ https://www.ncbi.nlm.nih.gov/pubmed/32328275 http://dx.doi.org/10.1002/fsn3.1501 |
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