Artificial intelligence (AI) is a scientific field that pursues, through techniques inspired by nature, the development of intelligent systems that mimic aspects of human behavior. Advances in AI have consolidated an area of knowledge known as machine learning, which comprises techniques that allow learning from experience. Although the number of AI-themed studies is increasing, the number of publications pertaining to AI and sensory studies is low. AI is becoming vital for sensory and consumer science owing to its ability in efficiently exploring and correlating data from instrumental and human testing to produce solutions that benefit the food industry, particularly consumers. This review presents recent studies that have applied AI-based solutions in sensory and consumer studies, where their advantages and limitations are highlighted.
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Sichuan Univ, Sch Chem Engn, Chengdu 610065, Sichuan, Peoples R China
Tsinghua Univ, Dept Chem Engn, Beijing 100084, Peoples R China
Tsinghua Univ, Beijing Key Lab Ind Big Data Syst & Applicat, Beijing 100084, Peoples R ChinaSichuan Univ, Sch Chem Engn, Chengdu 610065, Sichuan, Peoples R China
Bi, Kexin
Zhang, Shuyuan
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Tsinghua Univ, Dept Chem Engn, Beijing 100084, Peoples R China
Tsinghua Univ, Beijing Key Lab Ind Big Data Syst & Applicat, Beijing 100084, Peoples R ChinaSichuan Univ, Sch Chem Engn, Chengdu 610065, Sichuan, Peoples R China
Zhang, Shuyuan
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Zhang, Chen
Qiu, Tong
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Tsinghua Univ, Dept Chem Engn, Beijing 100084, Peoples R China
Tsinghua Univ, Beijing Key Lab Ind Big Data Syst & Applicat, Beijing 100084, Peoples R ChinaSichuan Univ, Sch Chem Engn, Chengdu 610065, Sichuan, Peoples R China
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Univ Melbourne, Fac Vet & Agr Sci, Sch Agr & Food, Digital Agr Food & Wine Res Grp, Parkville, Vic 3010, AustraliaUniv Melbourne, Fac Vet & Agr Sci, Sch Agr & Food, Digital Agr Food & Wine Res Grp, Parkville, Vic 3010, Australia
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Waseda Univ, Fac Commerce, 1-6-1 Nishi Waseda,Shinjuku Ku, Tokyo 1698050, JapanWaseda Univ, Fac Commerce, 1-6-1 Nishi Waseda,Shinjuku Ku, Tokyo 1698050, Japan