Computational gastronomy: A data science approach to food

被引:5
|
作者
Goel, Mansi [1 ]
Bagler, Ganesh [1 ]
机构
[1] Indraprastha Inst Informat Technol Delhi IIIT Del, Ctr Computat Biol, New Delhi 110020, India
关键词
Computational gastronomy; food pairing; cuisine evolution; novel recipe generation; RESOURCE;
D O I
10.1007/s12038-021-00248-1
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Cooking forms the core of our cultural identity other than being the basis of nutrition and health. The increasing availability of culinary data and the advent of computational methods for their scrutiny are dramatically changing the artistic outlook towards gastronomy. Starting with a seemingly simple question, 'Why do we eat what we eat?', data-driven research conducted in our lab has led to interesting explorations of traditional recipes, their flavor composition, and health associations. Our investigations have revealed 'culinary fingerprints' of regional cuisines across the world. Application of data-driven strategies for investigating the gastronomic data has opened up exciting avenues, giving rise to an all-new field of 'computational gastronomy'. This emerging interdisciplinary science asks questions of culinary origin to seek their answers via the compilation of culinary data and their analysis using methods of complex systems, statistics, computer science, and artificial intelligence. Along with complementary experimental studies, these endeavors have the potential to transform the food landscape by effectively leveraging data-driven food innovations for better health and nutrition.
引用
收藏
页数:10
相关论文
共 50 条
  • [21] TRADITION AND DIVERSITY IN FOOD AND GASTRONOMY
    Chatterton, Lynne
    [J]. TRADITION TODAY: CONTINUITY IN ARCHITECTURE AND SOCIETY, 2008, : 82 - 94
  • [22] Computational science and data mining
    Marginean, FA
    [J]. COMPUTATIONAL SCIENCE - ICCS 2003, PT III, PROCEEDINGS, 2003, 2659 : 644 - 651
  • [23] The Flavour Network: An Introduction to Computational Gastronomy
    Ahnert, Sebastian E.
    [J]. CHEMICAL SENSES, 2016, 41 (07) : E4 - E4
  • [24] Integration of computational tools, data analysis and social science into food safety risk assessment
    Lorenzoni, Andrea
    Tsoulli, Chara
    McCarthy, Catherine
    Adkin, Amie
    [J]. EFSA JOURNAL, 2020, 18
  • [25] Molecular gastronomy: Exploring the science of flavor
    Piggott, J
    [J]. NATURE, 2006, 441 (7097) : 1051 - 1051
  • [26] Molecular gastronomy: Exploring the science of flavor
    Rossi-Wilcox, Susan M.
    [J]. JOURNAL OF POPULAR CULTURE, 2007, 40 (05): : 902 - 903
  • [27] Molecular Gastronomy: Materials Science in the Kitchen
    Colin McCormick
    Sharka Prokes
    [J]. MRS Bulletin, 2009, 34 : 802 - 803
  • [28] Relating Food Engineering to Cooking and Gastronomy
    Miguel Aguilera, Jose
    [J]. COMPREHENSIVE REVIEWS IN FOOD SCIENCE AND FOOD SAFETY, 2018, 17 (04): : 1021 - 1039
  • [29] THE GASTRONOMY OF MARRIAGE A Memoir of Food and Love
    Muhlke, Christine
    [J]. NEW YORK TIMES BOOK REVIEW, 2009, : 30 - 30
  • [30] Gastronomy and Food Tourism in the Czech Republic
    Turnerova, Lenka
    Ottova, Eva
    Chromy, Jan
    [J]. VISION 2025: EDUCATION EXCELLENCE AND MANAGEMENT OF INNOVATIONS THROUGH SUSTAINABLE ECONOMIC COMPETITIVE ADVANTAGE, 2019, : 1930 - 1936