We survey the history of studies of Computational Creativity, following the development of the International Conference on Computational Creativity from its beginnings, a decade ago, in two parallel workshop series. We give a brief outline of key issues, and a summary of the various different approaches taken by participants in the research field. The outlook is optimistic: a lot has been achieved in 10 years.
Subject
Computational Creativity
Journal
AI Magazine, Vol. 30, #3, Ramon Lopez de Mantaras, Oliviero Stock and Simon Colton, September 2009
Cited by
Year 2016 : 3 citations
Zeraoulia, Khaled, Chafika Benzaid, and Nadjib Badache. "MS-WMSN: service-oriented planning tool for wireless multimedia monitoring services." International Journal of Information and Communication Technology 8.1 (2016): 50-68.
Sosa, Ricardo, et al. "Visual divergence in humans and computers." Design Studies 42 (2016): 56-85.
Sosa, Ricardo, and John S. Gero. "Multi-dimensional creativity: a computational perspective." International Journal of Design Creativity and Innovation 4.1 (2016): 26-50.
Year 2015 : 11 citations
Corneli, Joseph, et al. "Computational Poetry Workshop: Making Sense of Work in Progress." Proceedings of the Sixth International Conference on Computational Creativity. Retrieved fr om http://metameso. org/joe/docs/poetryICCC-wip. pdf. 2015.
Pinel, Florian, Lav R. Varshney, and Debarun Bhattacharjya. "A culinary computational creativity system." Computational Creativity Research: Towards Creative Machines. Atlantis Press, 2015. 327-346.
Colton, Simon, et al. "Stakeholder Groups in Computational Creativity Research and Practice." Computational Creativity Research: Towards Creative Machines. Atlantis Press, 2015. 3-36.
Saunders, Rob, and Oliver Bown. "Computational social creativity." Artificial life (2015).
van der Velde, Frank, et al. "A Semantic Map for Evaluating Creativity." Proceedings of the Sixth International Conference on Computational Creativity June. 2015.
Sosa, Ricardo, and John S. Gero. "Multi-dimensional creativity: a computational perspective." International Journal of Design Creativity and Innovation ahead-of-print (2015): 1-25.
d’Inverno, Mark, and Jon McCormack. "Heroic versus Collaborative AI for the Arts." Proceedings of the 24th International Conference on Artificial Intelligence. AAAI Press, 2015.
Varshney, Lav R., Jun Wang, and Kush R. Varshney. "Associative Algorithms for Computational Creativity." The Journal of Creative Behavior (2015).
Gervás, Pablo. "Deconstructing Computer Poets: Making Selected Processes Available as Services." Computational Intelligence (2015).
Grace, Kazjon, et al. "Data-intensive evaluation of design creativity using novelty, value, and surprise." International Journal of Design Creativity and Innovation 3.3-4 (2015): 125-147.
Jordanous, Anna. "A Standardised Procedure for Evaluating Creative Systems."
Year 2014 : 8 citations
Grace, Kazjon, et al. "Data-intensive evaluation of design creativity using novelty, value, and surprise." International Journal of Design Creativity and Innovation ahead-of-print (2014): 1-23.
McCormack, Jon, and Mark d’Inverno. "On the Future of Computers and Creativity." AISB14 Symposium on Computational Creativity, London, April. 2014.
Bown, Oliver. "Empirically grounding the evaluation of creative systems: incorporating interaction design." Proceedings of the Fifth International Conference on Computational Creativity. 2014.
Johnson, Daniel S. "Musical motif discovery in non-musical media." (2014).
Jordanous, Anna. "What is Computational Creativity?." Creativity Post (2014).
Williams, Howard Manning. A framework for the design and evaluation of magic tricks that utilises computational systems con gured with psychological constraints. Diss. Queen Mary University of London, 2014.
Gaglio, Antonio Chella1 Salvatore, Gianluigi Oliveri, and Agnese Augello3 Giovanni Pilato. "Creativity in Conceptual Spaces." (2014): 306-314.
SANZ KIRBIS, D. A. V. I. D. Aplicación de las técnicas de visión artificial como herramientas de expresión audiovisual en el campo del cine interactivo. Diss. 2014.
Year 2013 : 9 citations
Jordanous, Anna Katerina. Evaluating computational creativity: a standardised procedure for evaluating creative systems and its application. Diss. University of Sussex, 2013.
Veale, Tony. "A service-oriented architecture for computational creativity." Journal of Computing Science and Engineering 7.3 (2013): 159-167.
Varshney, Lav R., et al. "A big data approach to computational creativity." arXiv preprint arXiv:1311.1213 (2013).
De Smedt, Tom. Modeling Creativity: Case Studies in Python. University Press Antwerp, 2013.
Bhattacharjya, Debarun, Angela Schörgendorfer, and Yi-Min Chee. "A Big Data Approach to Computational Creativity."
Jordanous, Anna. "Introducing Computational Creativity Research." Creativity Post (2013).
Kühnberger, Kai-Uwe. A Cognition-Based Definition of Creativity and A Proposition for Approaching Creativity Artificially. Diss. Linköping University, 2013.
Jordanous, Anna. "A Standardised Procedure for Evaluating Creative Systems." University of Kent, 2013.
Varshney, L.R., Pinel, F., Varshney, K.R., Schörgendorfer, A., Chee, Y.-M.,"Cognition as a part of computational creativity",2013,"Proceedings of the 12th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2013",,, 6622223,36,43,,,"http://www.scopus.com/inward/record.url?eid=2-s2.0-84889064719&partnerID=40&md5=e0492fee4515d2c9517a734e5b8e296c",Conference Paper,Scopus
Year 2012 : 7 citations
Collins, N.. Automatic Composition of Electroacoustic Art Music Utilizing Machine Listening. Computer Music Journal - COMPUT MUSIC J , vol. 36, no. 3, pp. 8-23, 2012
Colton, Simon, and Geraint A. Wiggins. "Computational creativity: the final frontier?." ECAI. Vol. 12. 2012.
Colton, Simon, and Blanca Pérez Ferrer. "No photos harmed/growing paths from seed: an exhibition." Proceedings of the Symposium on Non-Photorealistic Animation and Rendering. Eurographics Association, 2012.
Wiggins, Geraint A. "A Cognitive Mechanism for Spontaneous Musical Creativity." The Music, Mind, and Invention Workshop: Creativity at the Intersection of Music and Computation. 2012.
Iyer, Laxmi R. Candid---a neurodynamical model of idea generation. University of Cincinnati, 2012.
Jordanous, A.,"A Standardised Procedure for Evaluating Creative Systems: Computational Creativity Evaluation Based on What it is to be Creative",2012,"Cognitive Computation",4,3,,246,279,,1,"http://www.scopus.com/inward/record.url?eid=2-s2.0-84866523821&partnerID=40&md5=b6e040c55b89babbc747de6ab9885803",Article,Scopus
d'Inverno, M., Luck, M.,"Creativity Through Autonomy and Interaction",2012,"Cognitive Computation",4,3,,332,346,,,"http://www.scopus.com/inward/record.url?eid=2-s2.0-84866489294&partnerID=40&md5=0b607e5b8fb0393e233f3fe84280d1e7",Article,Scopus
Year 2011 : 3 citations
Pease, A., Colton, S.,"Computational creativity theory: Inspirations behind the face and the IDEA models",2011,"Proceedings of the 2nd International Conference on Computational Creativity, ICCC 2011",,,,72,77,,1,"http://www.scopus.com/inward/record.url?eid=2-s2.0-84866027648&partnerID=40&md5=7e7f69432178e213988e21096bc20274",Conference Paper,Scopus
Colton, S., Charnley, J., Pease, A.,"Computational creativity theory: The FACE and IDEA descriptive models",2011,"Proceedings of the 2nd International Conference on Computational Creativity, ICCC 2011",,,,90,95,,1,"http://www.scopus.com/inward/record.url?eid=2-s2.0-84866018307&partnerID=40&md5=e83f04a1c6ce59582d44934ab0398665",Conference Paper,Scopus
Pease, A., Colton, S.,"On impact and evaluation in computational creativity: A discussion of the Turing test and an alternative proposal",2011,"AISB 2011: Computing and Philosophy",,,,15,22,,,"http://www.scopus.com/inward/record.url?eid=2-s2.0-84863921254&partnerID=40&md5=d66940191c1907755d67b48d3c6267ae",Conference Paper,Scopus
