Knowledge-Level Creativity in Game Design
Inhaltsverzeichnis
Reference
Adam M. Smith and Michael Mateas: Knowledge-Level Creativity in Game Design. In: Computational Creativity 2011 ICCC 2011, pp. 16-21.
DOI
Abstract
Drawing on inspirations outside of traditional computa- tional creativity domains, we describe a theoretical ex- planation of creativity in game design as a knowledge seeking process. This process, based on the practices of human game designers and an extended analogy with creativity in science, is amenable to computational rea- lization in the form of a discovery system. Further, the model of creativity it entails, creativity as the rational pursuit of curiosity, suggests a new perspective on ex- isting artifact generation challenges and prompts a new mode of evaluation for creative agents (both human and machine).
Extended Abstract
Bibtex
Used References
Berlyne, D. E. 1960. Conflict, arousal and curiosity, McGraw-Hill.
Berlyne, D. E. 1971. Aesthetics and psychobiology, Apple- ton-Century-Crofts.
Boden, M. A. 2004. The creative mind: myths and mechan- ism, 2nd ed., Routledge.
Bryant, C. H.; Muggleton, S. H.; Oliver, S. G.; Kell, D. B.; Reiser, R. D.; and King, R. D. 2001. Combining inductive logic programming, active learning and robotics to discov- er the function of genes. Electronic Transactions on Artifi- cial Intelligence 5(B1):1-36.
Colton, S. and Bundy, A. 2000. On the notion of interes- tingness in automated mathematical discovery. Interna- tional Journal of Human Computer Studies.
Colton, S. 2008. Creativity versus the perception of crea- tivity in computational systems. Creative Intelligent Sys- tems: Papers from the AAAI Spring Symposium, 14-20.
Cope, D. 2005. Computer models of musical creativity, MIT Press.
Dasgupta, S. 1991. Design theory and computer science, Cambridge University Press.
Epstein, S. L. 1988. Learning and discovery: one system's search for mathematical knowledge. Computational Intel- ligence 4(1):42-53.
Fullerton, T. 2008. Game design workshop: a playcentric approach to creating innovative games, 2nd ed., Morgan Kaufmann.
Gingold, C. and Hecker, C. 2006. Advanced prototyping. GDC 2006 lecture.
Links
Full Text
http://iccc11.cua.uam.mx/proceedings/the_applied/smith_2_iccc11.pdf
