TY - GEN
T1 - Towards models of user preferences in interactive musical evolution
AU - Costelloe, Dan
AU - Ryan, Conor
PY - 2007
Y1 - 2007
N2 - We describe the "bottom-up" construction of a system which aims to build models of human musicalpreferences with strong predictive power. We use Grammatical Evolution to construct models from toydatasets which mimic real-world user-generated data. These models will ultimately substitute for the subjective fitness functions that human users employ during Interactive Evolution of melodies.
AB - We describe the "bottom-up" construction of a system which aims to build models of human musicalpreferences with strong predictive power. We use Grammatical Evolution to construct models from toydatasets which mimic real-world user-generated data. These models will ultimately substitute for the subjective fitness functions that human users employ during Interactive Evolution of melodies.
KW - Grammatical evolution
KW - Interactive evolution
UR - http://www.scopus.com/inward/record.url?scp=34548056168&partnerID=8YFLogxK
U2 - 10.1145/1276958.1277389
DO - 10.1145/1276958.1277389
M3 - Conference contribution
AN - SCOPUS:34548056168
SN - 1595936971
SN - 9781595936974
T3 - Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference
SP - 2254
BT - Proceedings of GECCO 2007
T2 - 9th Annual Genetic and Evolutionary Computation Conference, GECCO 2007
Y2 - 7 July 2007 through 11 July 2007
ER -