Explainable Computational Creativity

Maria Teresa Llano, Mark d’Inverno, Matthew Yee-King, Jon McCormack, Alon Ilsar, Alison Pease, Simon Colton

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Abstract

Human collaboration with systems within the Computational Creativity (CC) field is often restricted to shallow interactions, where the creative processes, of systems and humans alike, are carried out in isolation, without any (or little) intervention from the user, and without any discussion about how the unfolding decisions are taking place. Fruitful co-creation requires a sustained ongoing interaction that can include discussions of ideas, comparisons to previous/other works, incremental improvements and revisions, etc. For these interactions, communication is an intrinsic factor. This means giving a voice to CC systems and enabling two-way communication channels between them and their users so that they can: explain their processes and decisions, support their ideas so that these are given serious consideration by their creative collaborators, and learn from these discussions to further improve their creative processes. For this, we propose a set of design principles for CC systems that aim at supporting greater cocreation and collaboration with their human collaborators.
Original languageEnglish
Title of host publicationInternational Conference on Computational Creativity 2020, ICCC'20
EditorsF. Amilcar Cardoso, Penousal Machado, Tony Veale, Joao Miguel Cunha
Place of PublicationPortugal
PublisherAssociation for Computational Creativity (ACC)
Pages334-341
Number of pages8
ISBN (Electronic)9789895416028
Publication statusPublished - 2020
EventInternational Conference on Computational Creativity 2020 - Online, Coimbra, Portugal
Duration: 7 Sept 202011 Sept 2020
Conference number: 11th
https://computationalcreativity.net/iccc20/
http://computationalcreativity.net/iccc20/papers/ICCC20_Proceedings.pdf (Proceedings)

Conference

ConferenceInternational Conference on Computational Creativity 2020
Abbreviated titleICCC 2020
Country/TerritoryPortugal
CityCoimbra
Period7/09/2011/09/20
Internet address

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