Exploring application domains for computational creativity

Ashish Jagmohan, Ying Li, Nan Shao, Anshul Sheopuri, Dashun Wang, Lav R. Varshney, Pu Huang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

We are motivated by the recent application of computational creativity in the culinary domain. Given the increasing commercial importance of data-driven computation, we explore and provide unified framework in three new domains to which computational creativity can be applied and yield business value. The three domains are travel, fashion, and science. Reflecting on the framework characterization, we identified two properties common across these domains, related to the creative space and codified domain knowledge. We believe that these properties may have value as sufficient, but not necessary, conditions to identify domains suitable for industrializing computational creativity. We are working towards finding tight properties common across different domains as well as ones that exclude domains.

Original languageEnglish (US)
Title of host publicationProceedings of the 5th International Conference on Computational Creativity, ICCC 2014
EditorsSimon Colton, Dan Ventura, Nada Lavrac, Michael Cook
PublisherJozef Stefan Institute
ISBN (Electronic)9789612640552
StatePublished - Jan 1 2014
Externally publishedYes
Event5th International Conference on Computational Creativity, ICCC 2014 - Ljubljana, Slovenia
Duration: Jun 10 2014Jun 13 2014

Publication series

NameProceedings of the 5th International Conference on Computational Creativity, ICCC 2014

Conference

Conference5th International Conference on Computational Creativity, ICCC 2014
CountrySlovenia
CityLjubljana
Period6/10/146/13/14

ASJC Scopus subject areas

  • Computational Theory and Mathematics

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  • Cite this

    Jagmohan, A., Li, Y., Shao, N., Sheopuri, A., Wang, D., Varshney, L. R., & Huang, P. (2014). Exploring application domains for computational creativity. In S. Colton, D. Ventura, N. Lavrac, & M. Cook (Eds.), Proceedings of the 5th International Conference on Computational Creativity, ICCC 2014 (Proceedings of the 5th International Conference on Computational Creativity, ICCC 2014). Jozef Stefan Institute.