TY - GEN
T1 - Computational creativity for culinary recipes
AU - Pinel, Florian
AU - Varshney, Lav R.
N1 - Copyright:
Copyright 2014 Elsevier B.V., All rights reserved.
PY - 2014
Y1 - 2014
N2 - Computational creativity is an emerging branch of artificial intelligence that places computers in the center of the creative process. This demonstration shows a computational system that creates flavorful, novel, and perhaps healthy culinary recipes by drawing on big data techniques. It brings analytics algorithms together with disparate data sources from culinary science, chemistry, and hedonic psychophysics. In its most powerful manifestation, the system operates through a mixed-initiative approach to human-computer interaction via turns between human and computer. In particular, the sequential creation process is modeled after stages in human cognitive processes of creativity. The end result is an ingredient list, ingredient proportions, as well as a directed acyclic graph representing a partial ordering of culinary recipe steps.
AB - Computational creativity is an emerging branch of artificial intelligence that places computers in the center of the creative process. This demonstration shows a computational system that creates flavorful, novel, and perhaps healthy culinary recipes by drawing on big data techniques. It brings analytics algorithms together with disparate data sources from culinary science, chemistry, and hedonic psychophysics. In its most powerful manifestation, the system operates through a mixed-initiative approach to human-computer interaction via turns between human and computer. In particular, the sequential creation process is modeled after stages in human cognitive processes of creativity. The end result is an ingredient list, ingredient proportions, as well as a directed acyclic graph representing a partial ordering of culinary recipe steps.
KW - Computational creativity
UR - http://www.scopus.com/inward/record.url?scp=84900523833&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84900523833&partnerID=8YFLogxK
U2 - 10.1145/2559206.2574794
DO - 10.1145/2559206.2574794
M3 - Conference contribution
AN - SCOPUS:84900523833
SN - 9781450324748
T3 - Conference on Human Factors in Computing Systems - Proceedings
SP - 439
EP - 442
BT - CHI EA 2014
PB - Association for Computing Machinery
T2 - 32nd Annual ACM Conference on Human Factors in Computing Systems, CHI EA 2014
Y2 - 26 April 2014 through 1 May 2014
ER -