TY - GEN
T1 - Experience-driven procedural content generation (Extended abstract)
AU - Yannakakis, Georgios N.
AU - Togelius, Julian
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/12/2
Y1 - 2015/12/2
N2 - Procedural content generation is an increasingly important area of technology within modern human-computer interaction with direct applications in digital games, the semantic web, and interface, media and software design. The personalization of experience via the modeling of the user, coupled with the appropriate adjustment of the content according to user needs and preferences are important steps towards effective and meaningful content generation. This paper introduces a framework for procedural content generation driven by computational models of user experience we name Experience-Driven Procedural Content Generation. While the framework is generic and applicable to various subareas of human computer interaction, we employ games as an indicative example of content-intensive software that enables rich forms of interaction.
AB - Procedural content generation is an increasingly important area of technology within modern human-computer interaction with direct applications in digital games, the semantic web, and interface, media and software design. The personalization of experience via the modeling of the user, coupled with the appropriate adjustment of the content according to user needs and preferences are important steps towards effective and meaningful content generation. This paper introduces a framework for procedural content generation driven by computational models of user experience we name Experience-Driven Procedural Content Generation. While the framework is generic and applicable to various subareas of human computer interaction, we employ games as an indicative example of content-intensive software that enables rich forms of interaction.
KW - affective loop
KW - games
KW - procedural content generation
KW - user experience
UR - http://www.scopus.com/inward/record.url?scp=84964057208&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84964057208&partnerID=8YFLogxK
U2 - 10.1109/ACII.2015.7344619
DO - 10.1109/ACII.2015.7344619
M3 - Conference contribution
AN - SCOPUS:84964057208
T3 - 2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015
SP - 519
EP - 525
BT - 2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015
Y2 - 21 September 2015 through 24 September 2015
ER -