Co-creativity and perceptions of computational agents in co-creativity

Jordanous, Anna (2017) Co-creativity and perceptions of computational agents in co-creativity. In: 8th International Conference on Computational Creativity, 19-23 June 2017, Atlanta, US. (Full text available)

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Abstract

How are computers typically perceived in co-creativity scenarios? And how does this affect how we evaluate computational creativity research systems that use cocreativity? Recent research within computational creativity considers how to attribute creativity to computational agents within co-creative scenarios. Human evaluation forms a key part of such attribution or evaluation of creative contribution. The use of human opinion to evaluate computational creativity, however, runs the risk of being distorted by conscious or subconscious bias. The case study in this paper shows people are significantly less confident at evaluating the creativity of a whole co-creative system involving computational and human participants, compared to the (already tricky) task of evaluating individual creative agents in isolation. To progress co-creativity research, we should combine the use of co-creative computational models with the findings of computational creativity evaluation research into what contributes to software creativity.

Item Type: Conference or workshop item (Paper)
Subjects: Q Science > Q Science (General) > Q335 Artificial intelligence
Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming, > QA76.76 Computer software
Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming, > QA76.9.H85 Human computer interaction
Divisions: Faculties > Sciences > School of Computing
Faculties > Sciences > School of Computing > Computational Intelligence Group
Faculties > Sciences > School of Computing > Data Science
Depositing User: Anna Jordanous
Date Deposited: 09 May 2017 09:47 UTC
Last Modified: 08 May 2018 09:12 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/61658 (The current URI for this page, for reference purposes)
Jordanous, Anna: https://orcid.org/0000-0003-2076-8642
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