%0 Conference Paper %1 1277389 %A Costelloe, Dan %A Ryan, Conor %B GECCO '07: Proceedings of the 9th annual conference on Genetic and evolutionary computation %C London %D 2007 %E Thierens, Dirk %E Beyer, Hans-Georg %E Bongard, Josh %E Branke, Jurgen %E Clark, John Andrew %E Cliff, Dave %E Congdon, Clare Bates %E Deb, Kalyanmoy %E Doerr, Benjamin %E Kovacs, Tim %E Kumar, Sanjeev %E Miller, Julian F. %E Moore, Jason %E Neumann, Frank %E Pelikan, Martin %E Poli, Riccardo %E Sastry, Kumara %E Stanley, Kenneth Owen %E Stutzle, Thomas %E Watson, Richard A %E Wegener, Ingo %I ACM Press %K Applications: Poster, Real-World algorithms, evolution evolution, factors, genetic grammatical human interactive programming, %P 2254--2254 %T Towards models of user preferences in interactive musical evolution %U http://doi.acm.org/10.1145/1276958.1277389 %V 2 %X We describe the bottom-up construction of a system which aims to build models of human musical preferences with strong predictive power. We use Grammatical Evolution to construct models from toy datasets 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.

@inproceedings{1277389, abstract = {We describe the bottom-up construction of a system which aims to build models of human musical preferences with strong predictive power. We use Grammatical Evolution to construct models from toy datasets 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.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {London}, author = {Costelloe, Dan and Ryan, Conor}, biburl = {https://www.bibsonomy.org/bibtex/2c4f4e7b35b4b9ed9055ed4db183c5332/brazovayeye}, booktitle = {GECCO '07: Proceedings of the 9th annual conference on Genetic and evolutionary computation}, editor = {Thierens, Dirk and Beyer, Hans-Georg and Bongard, Josh and Branke, Jurgen and Clark, John Andrew and Cliff, Dave and Congdon, Clare Bates and Deb, Kalyanmoy and Doerr, Benjamin and Kovacs, Tim and Kumar, Sanjeev and Miller, Julian F. and Moore, Jason and Neumann, Frank and Pelikan, Martin and Poli, Riccardo and Sastry, Kumara and Stanley, Kenneth Owen and Stutzle, Thomas and Watson, Richard A and Wegener, Ingo}, interhash = {ce8e8b24502e251980bc81eaad6e2dff}, intrahash = {c4f4e7b35b4b9ed9055ed4db183c5332}, isbn13 = {978-1-59593-697-4}, keywords = {Applications: Poster, Real-World algorithms, evolution evolution, factors, genetic grammatical human interactive programming,}, month = {7-11 July}, notes = {GECCO-2007 A joint meeting of the sixteenth international conference on genetic algorithms (ICGA-2007) and the twelfth annual genetic programming conference (GP-2007). ACM Order Number 910071}, organisation = {ACM SIGEVO (formerly ISGEC)}, pages = {2254--2254}, publisher = {ACM Press}, publisher_address = {New York, NY, USA}, timestamp = {2008-06-19T17:38:10.000+0200}, title = {Towards models of user preferences in interactive musical evolution}, url = {http://doi.acm.org/10.1145/1276958.1277389}, volume = 2, year = 2007 }