Flavor Pairing in Medieval European Cuisine: A Study in Cooking with Dirty Data Kush R. Varshney,1 Lav R. Varshney,1 Jun Wang,1 and Daniel Myers2 1IBM Thomas J. Watson Research Center 1101 Kitchawan Road, Yorktown Heights, NY, USA fkrvarshn,lrvarshn,
[email protected] 2Medieval Cookery
[email protected] Abstract are usually, but not exclusively, applied in domains histor- ically associated with creative people, such as mathematics An important part of cooking with computers is us- and science, poetry and story telling, musical composition ing statistical methods to create new, flavorful in- and performance, video game, architectural, industrial and gredient combinations. The flavor pairing hypoth- graphic design, the visual, and even the culinary, arts” [Colton esis states that culinary ingredients with common and Wiggins, 2012]. chemical flavor components combine well to pro- duce pleasant dishes. It has been recently shown 1 Introduction that this design principle is a basis for modern Western cuisine and is reversed for Asian cuisine. The cooking of food and human evolution are intertwined. One could go so far as to argue that it is cooking that makes us Such data-driven analysis compares the chemistry human. We are naturally drawn to foods high in fat and sugar of ingredients to ingredient sets found in recipes. because of the nourishment we received from such foods dur- However, analytics-based generation of novel fla- ing our evolution in resource-poor environments. However, vor profiles can only be as good as the underlying we are also drawn to foods with complex layers of balanced chemical and recipe data.