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Application of Artificial Intelligence in Food Industry—a Guideline
Artificial intelligence (AI) has embodied the recent technology in the food industry over the past few decades due to the rising of food demands in line with the increasing of the world population. The capability of the said intelligent systems in various tasks such as food quality determination, co...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8350558/ http://dx.doi.org/10.1007/s12393-021-09290-z |
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author | Mavani, Nidhi Rajesh Ali, Jarinah Mohd Othman, Suhaili Hussain, M. A. Hashim, Haslaniza Rahman, Norliza Abd |
author_facet | Mavani, Nidhi Rajesh Ali, Jarinah Mohd Othman, Suhaili Hussain, M. A. Hashim, Haslaniza Rahman, Norliza Abd |
author_sort | Mavani, Nidhi Rajesh |
collection | PubMed |
description | Artificial intelligence (AI) has embodied the recent technology in the food industry over the past few decades due to the rising of food demands in line with the increasing of the world population. The capability of the said intelligent systems in various tasks such as food quality determination, control tools, classification of food, and prediction purposes has intensified their demand in the food industry. Therefore, this paper reviews those diverse applications in comparing their advantages, limitations, and formulations as a guideline for selecting the most appropriate methods in enhancing future AI- and food industry–related developments. Furthermore, the integration of this system with other devices such as electronic nose, electronic tongue, computer vision system, and near infrared spectroscopy (NIR) is also emphasized, all of which will benefit both the industry players and consumers. |
format | Online Article Text |
id | pubmed-8350558 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-83505582021-08-09 Application of Artificial Intelligence in Food Industry—a Guideline Mavani, Nidhi Rajesh Ali, Jarinah Mohd Othman, Suhaili Hussain, M. A. Hashim, Haslaniza Rahman, Norliza Abd Food Eng Rev Article Artificial intelligence (AI) has embodied the recent technology in the food industry over the past few decades due to the rising of food demands in line with the increasing of the world population. The capability of the said intelligent systems in various tasks such as food quality determination, control tools, classification of food, and prediction purposes has intensified their demand in the food industry. Therefore, this paper reviews those diverse applications in comparing their advantages, limitations, and formulations as a guideline for selecting the most appropriate methods in enhancing future AI- and food industry–related developments. Furthermore, the integration of this system with other devices such as electronic nose, electronic tongue, computer vision system, and near infrared spectroscopy (NIR) is also emphasized, all of which will benefit both the industry players and consumers. Springer US 2021-08-09 2022 /pmc/articles/PMC8350558/ http://dx.doi.org/10.1007/s12393-021-09290-z Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Mavani, Nidhi Rajesh Ali, Jarinah Mohd Othman, Suhaili Hussain, M. A. Hashim, Haslaniza Rahman, Norliza Abd Application of Artificial Intelligence in Food Industry—a Guideline |
title | Application of Artificial Intelligence in Food Industry—a Guideline |
title_full | Application of Artificial Intelligence in Food Industry—a Guideline |
title_fullStr | Application of Artificial Intelligence in Food Industry—a Guideline |
title_full_unstemmed | Application of Artificial Intelligence in Food Industry—a Guideline |
title_short | Application of Artificial Intelligence in Food Industry—a Guideline |
title_sort | application of artificial intelligence in food industry—a guideline |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8350558/ http://dx.doi.org/10.1007/s12393-021-09290-z |
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