Miksolojide Dijital İnovasyon: Yapay Zekâ Destekli Kokteyl Tasarımı (Digital Innovation in Mixology: Artificial Intelligence-Powered Cocktail Design)
DOI:
https://doi.org/10.21325/jotags.2025.1731Keywords:
Mixology, Artificial intelligence, Cocktail, Sensory analysisAbstract
This research aims to develop creative cocktail designs using artificial intelligence (AI)-supported decision-making mechanisms, perform sensory analysis, and visualize the results. Positioned at the intersection of mixology and AI, the study examines the contribution of AI to cocktail design processes. Conducted using a two-stage method, the research involved creating AI-based cocktail recipes and visuals using ChatGPT and Lexica. Subsequently, four cocktails were evaluated by professional panelists based on appearance, aroma, texture, taste, and overall appeal criteria. The cocktail named Autumn Waltz received the highest scores. The findings indicate that texture and taste are the most influential factors in determining consumer preference. It was concluded that AI enhances creativity in mixology, supports process efficiency, and personalizes beverage experiences.
References
Adams, B., and Grier, J. (2022). Raising the bar: A bottle-by-bottle guide to mixing masterful cocktails at home (Hardcover ed.).
Altuğ OT, Elmacı Y (2019) Gıdalarda duyusal değerlendirme (sidas medya ltd. şti. (4. Basım). İzmir).
Andrew, A. M., (1991). Artificial Intelligence. Boston: AddisonWesley Company.
Arrieta, A., B., Díaz-Rodríguez, N., Del Ser, J., Bennetot, A., Tabik, S., Barbado, A., and Herrera, F., (2020). Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI. Information fusion, 58, 82-115.
Aydın, Ş., ve Çakır, M. U. (2022). Gastronomi ve dijitalleşme. Nevşehir Hacı Bektaş Veli Üniversitesi SBE Dergisi, 12(4), 2143-2159.
Babbage, C. (2010). Abbage's calculating engines: Being a collection of papers relating to them; Their history and construction, (H. P. Babbage, Ed.). Dover Publications. (Orijinal çalışma 1864'te yayımlandı)
Babbage, C. (2022). On the economy of machinery and manufactures: (Annotated edition).
Bartender Spirits Awards (2024). What’s the difference between a mixologist and a bartender? https://bartenderspiritsawards.com/en/blog/insights-1/whats-the-difference-between-a-mixologistand-a-bartender-72.htm (02.05.2024).
Blake, T., (2018)., The Bartender’s Field Manual: Become a Professional Bartender, Make Great Money, Craft Delicious Cocktails, Travel the World.
Bria, W., F., (1993). Patient care information systems and physicians: the transition from technology icon to health care instrument. Topics in Health Information Management, 14(2), 1-8.
Carlin, J. M. (2013). Cocktails: A global history. Reaktion Books.
Copeland, J. (1993). Artificial Intelligence: A Philosophical. Blackwell: Oxford.
Craddock, H., (1930), The Savoy Cocktail Book 1930. Dover Publications Inc.
Degroff, D., (2002). The craft of the cocktail: everything you need to know to be a master bartender, with 500 recipes. Clarkson Potter Publishers: New York.
Epstein, B. S. (2014). Brandy: A Global History. Reaktion Books.
DeGroff, D. (2008). The essential cocktail: The art of mixing perfect drinks. Clarkson Potter/Publishers.
Fisher, N. (2022). Cocktail chemistry: The art and science of drinks from iconic TV shows and movies. HarperCollins.
Galamidi, A. (1963). Barmenin ve ailenin kokteyl kitabı (Miksoloji: Alkollü ve alkolsüz seçkin içkiler). Nadir Kitap.
Genesereth, M. R., ve Nilsson, N. J. (1987). Logical foundations of artificial intelligence. Morgan Kaufmann Publishers.
George, A. S. (2024). The Human Touch: Exploring the Synergy Between Bartenders and AI in Cocktail Creation. PUI RP Journal. https://www.researchgate.net/publication/379725910_The_Human_Touch_Exploring_the_Synergy_Between_Bartenders_and_AI_in_Cocktail_Creation
Gevarter, W. B., (1984). Artificial intelligence, expert systems, computer vision, and natural language processing. Noyes Data Corporation/Noyes Publications.
Grzybowski, A., Pawlikowska–Łagód, K., & Lambert, W. C. (2024). A history of artificial intelligence. Clinics in Dermatology.
Harris, T., Kykeon: The Drink of Champions
https://www.hellenic.org.au/post/kykeon-the-drink-of-champions?utm_source=chatgpt.com (02.01.2025).
Hellmich, M. (2006). The ultimate bar book: The comprehensive guide to over 1,000 cocktails (Cocktail book, bartender book, mixology book, mixed drinks recipe book). Chronicle Books.
IFT (1975) Minutes of Sensory Evaluation (Business Meeting at 35th Ann. Meet., Inst. of Food Technologists, Chicago, June 10).
Intellico AI. (2024). DAI-Query: Intellico's Solution for Cocktail Engineering. Intellico AI Blog. https://intellico.ai/blog/d-ai-query-intellico-solution-for-cocktail-engineering
İstanbul Gelişim Üniversitesi. (2022). Miksoloji ders içeriği. İstanbul Gelişim Üniversitesi Yayını. https://gbs.gelisim.edu.tr/haftalik-ders-konulari-1-179-9074-1
Johnson, H., (1882), Harry Johnson's New and Improved Illustrated Bartenders' Manual and a Guide for Hotels and Restaurants.
Johnson, H. (2009). Bartender's manual: Or how to mix drinks of the present style (1882). CreateSpace Independent Publishing Platform.
Katsigris, C. ve Thomas, C., (2012). The bar & beverage book. John Wiley & Sons Inc.: Canada.
Kök, A. (2023). Barın arkasında bir sanat: Miksoloji ve miksologların rolü. Gastroia Dergisi. https://dergipark.org.tr/tr/pub/gastoria/issue/80786/1345142
Kuhn ME (1959) Partner power. Food Process., 59 (8): 67.
Li, H. (2024). An Artificial Intelligence Based Method for Bartending. 10th International Conference on Computer and Communications (ICCC). https://www.researchgate.net/publication/390447242_An_Artificial_Intelligence_Based_Method_for_Bartending
Maloney, T., Janzen, E., vd., (2022). The bartender's manifesto: How to think, drink, and create cocktails like a pro.
Marangon, M., ve Svetlana, (2023), I. S. A. E. V. A. Wine Dynamics in Mixology: Exploring Consumer Perception in Cocktail Variations.
McCarthy, K., Reilly, J., McGinty, L., and Smyth, B. (2004). Incremental critiquing. In International Conference on Innovative Techniques and Applications of Artificial Intelligence (pp. 101-114). London: Springer London.
Meehan, J. (2017). Meehan's bartender manual: [A cocktail reference and recipe book]. New York: Ten Speed Press.
Nabiyev, V., V., (2012). Yapay zeka: insan-bilgisayar etkileşimi. Ankara: Seçkin Yayıncılık.
Nilsson, N., J., (1990). The mathematical foundations of learning machines. Morgan Kaufmann Publishers Inc.
Öztürk, K., ve Şahin, M. E. (2018). Yapay sinir ağları ve yapay zekâ’ya genel bir bakış. Takvim-i Vekayi, 6(2), 25-36.
Pagnutti, J., & Whitehead, A. (2015). Generative Mixology: An Engine for Creating Cocktails. Proceedings of the International Conference on Computational Creativity. https://computationalcreativity.net/iccc2015/proceedings/9_3Pagnutti.pdf
Pietrek, M., and Smith, C. (2021). The Tiki Vanguard Modern Thirty: A Minimalist Tiki Cocktail Collection [e-kitap]. WonkPress. https://minimalisttiki.com
Rajaraman, V., (2014). JohnMcCarthy—Father of artificial intelligence. Resonance, 19, 198-207.
Regan, G., (2018). The Joy of Mixology: The Consummate Guide to the Bartender's Craft. Clarkson Potter.
Rotskoff, L. (2002). Love on the rocks: Men, women, and alcohol in post-World War II America. University of North Carolina Press.
Russell, S., J. ve Norvig, P., (2016) Artificial intelligence: a modern approach, Malaysia; Pearson Education Limited.
Sonik, D., ve Colarossi, A. (2020). Becoming artificial: A philosophical exploration into artificial intelligence and what it means to be human. (Publisher).
Spruce. (2012). Classic cocktail bible (Illustrated ed.). Hardcover.
Şahin, E. Ö., ve Ağaoğlu, B. (2020). Gastronomi Alanında Bulanık Mantık Kullanarak Etin Pişme Oranını Tahmin Eden Sistem Tasarımı (System Design Estimating the Cooking Rate of Meat By Using Fuzzy Logic in the Field of Gastronomy). Journal of Tourism & Gastronomy Studies, 8(Special Issue 4), 334-346.
Tapusik, D. (2023). The Era of Artificial Intelligence in Mixology. Bar Magazine. https://barmagazine.com/the-era-of-artificial-intelligence-in-mixology
The American Heritage Dictionary., (2025). https://ahdictionary.com/word/search.html?q=mixology (30.04.2024).
Thomas, J. (1862). Bar-Tender’s Guide; Or, How to Mix Drinks. New York: Dick & Fitzgerald.
Thomas, J., (2009), The Bartender's Guide: How to Mix Drinks or The Bon Vivant's Companion: 1862 edition. Createspace Independent Publishing Platform.
Turing, A., M., (1950). Computing machinery and intelligence. Mind a Quarterly Review of Psychology and Philosophy, (pp. 433-460). Retriewed from https://academic.oup.com/mind/article/LIX/236/433/986238
West, D. M., and Allen, J. R. (2018). How artificial intelligence is transforming the world. Brookings Institution.
Wondrich, D. (2007). Imbibe!: From Absinthe Cocktail to Whiskey Smash, a Salute in Stories and Drinks to" Prof essor" Jerry Thomas, Pioneer of the American Bar Featuringthe Original Formulae. Penguin.
Wondrich, D. (2015). Imbibe!: From Absinthe Cocktail to Whiskey Smash, a Salute in Stories and Drinks to" Prof essor" Jerry Thomas, Pioneer of the American Bar Featuringthe Original Formulae. Penguin.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Journal of Tourism & Gastronomy Studies

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.


