Application of artificial intelligence (AI) in food industry
DOI:
https://doi.org/10.30574/gscbps.2020.13.1.0320Keywords:
Optimized production, Artificial Intelligence, Machine learning, RoboticsAbstract
Artificial intelligence (AI) is the theory and development of computer systems able to perform tasks normally requiring human intelligence. With teeming competition and increasing demand in the food industry, the industry has begun to embrace AI technologies in a bid to maximize profits and explore new ways to reach and serve the consumers. AI has been successfully deployed for applications such as sorting fresh produce, managing supply chain, food safety compliance monitoring, effective cleaning in place systems, anticipating consumer preference and new product development with greater efficiency and savings on time and resources. However, there are challenges to adoption of AI technologies which include cost, cultural changes, expert skill requirements, transparency issues and one track minds. Despite these challenges, researches are on-going on optimized production process using AI but it is important to note that the benefits of AI application in food industry greatly outweigh its challenges.
Metrics
References
Sebastin, J. Artificial Intelligence: a real opportunity in food industry. Food Quality and Safety. 2018. [cited 2019 April 23]. Available from https://www.foodqualityandsafety.com.
Wang, P. What do you mean by “AI”? Frontiers in Artificial Intelligence and Application, 2008; 171(1): 362-373.
Kumar C. Artificial intelligence: Definition, types, examples, technologies. [cited 2019 March 20]. Available from http://www.medium.com,
Singh, H. How AI is reshaping the food processing business. Customer think. [cited 2019 April 25]. Available from https://www.customerthink.com.
Kurilyak, S. Artificial Intelligence (AI) in food industry. [cited 2019 April 25]. Available from http://www.produvia.com.
Goyache F, Bahamonde A, Alonso J, López S, Del Coz JJ, Quevedo JR, Ranilla J, Luaces O, Álvarez I, Royo LJ, Díez J. The usefulness of artificial intelligence techniques to assess subjective quality of products in the food industry. Trends in Food Science & Technology. 2001; 12(10):370-381.
Iqbal J, Khan ZH, Khalid A. Prospects of robotics in food industry. Food Science and Technology. 2017; 37(2): 159-165.
Bishop, C. M. Pattern recognition and machine learning. 1st ed. New York, United States: Springer; 2016.
Goldberg Y. A primer on neural network models for natural language processing. Journal of Artificial Intelligence Research. 2016; 57:345-420.
Milan, S., Vaclav, H., and Roger, B. Image processing analysis and machine vision. 3rd ed.. Florence, KY, United States: Cengage Learning; 2008.
Tondu, B. Modelling of the Mckibben artificial muscle: a review. Journal of Intelligent Material Systems and Structures. 2012; 23(3): 225-253.
Wettels, N., Santos, V. J., Johansson, R. S., and Loeb, G. E. Biomimetic tactile sensor array. Advanced Robotics, 2008; 22(8), 829-849.
Thrun, S. Toward robotic cars. Communications of the Association for Computing Machinery (ACM). 2010; 53(4): 99-106.
Hammerkopf. Artificial intelligence in the food industry. [cited 2019 April 25]. Available from http://www.hammerkopf.com.
Shobhit, S. What are the applications of AI in food industry? [cited 2019 April 25]. Available from https://www.quora.com.
Tan, V. J. Artificial intelligence use cases in Agriculture. [cited 2019 April 25]. Available from https://www.ai.business.com.
Crowbarprotein. Artificial intelligence in the food industry-a complete guide. Available from https://crowbarprotein/.
Walker, J. AI in food processing use cases and applications that matter. [cited 2019 April 25]. Retrieved from https://www.emerj.com.
Linko, S. Expert systems- what can they do for the food industry? Trends in Food Science and Technology. 1998; 9(1): 3-12.
Sennaar, K. Examples of AI in restaurants and food services. [cited 2019 April 25]. Available from https://www.emerj.com.
Rensi, E. McDonalds says goodbye cashiers, hello kiosks. Forbes. [cited 2019 April 20]. Available from http://www.forbes.com.
Worral, S. Will the rise of the robots implode the world economy? National geographic. [cited 2019 April 25]. Available from https://www.nationalgeographic.com.
Jia, M. Tasting tomorrow: how food and beverage companies use AI. [cited 2019 April 20]. Available from http://www.topbots.com.
Marr B. The biggest challenges facing artificial intelligence (AI) in business and society. [cited 2019 April 20]. Available from https://www.forbes.com/sites/bernardmarr/2017/07/13/the-biggest-challengesfacing-artificial-intelligence-ai-in-business-andsociety/3.
Downloads
Published
How to Cite
Issue
Section
License
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.