‘If you’re a cannibal, an Olympic sprinter would be considered fast food.’ –Jarod Kintz

52.jpg

Can computers be creative? […] The team has gathered information by downloading a large corpus of recipes that include dishes from all over the world that use a wide variety ingredients, combinations of flavours, serving suggestions and so on.

They also download related information such as descriptions of regional cuisines from Wikipedia, the concentration of flavour ingredients in different foodstuffs from the “Volatile Compounds in Food” database and Fenaroli’s Handbook of Flavor Ingredients. So big data lies at the heart of this approach—you could call it the secret sauce.

They then develop a method for combining ingredients in ways that have never been attempted using a “novelty algorithm” that determines how surprising the resulting recipe will appear to an expert observer. […] The last stage is an interface that allows a human expert to enter some starting ingredients such as pork belly or salmon fillet and perhaps a choice of cuisine such as Thai. The computer generates a number of novel dishes, explaining its reasoning for each. Of these, the expert chooses one and then makes it.

These human experts seem impressed. “Recipes created by the computational creativity system, such as a Caymanian Plantain Dessert, have been rated as more creative than existing recipes in online repositories,” say Varshney and co.

{ The arXiv | Continue reading }