Скачать или смотреть Implementing feedback in creative systems: A workshop approach

Presentation to accompany the paper for the First International Workshop on AI and Feedback, co-located with the 24th International Joint Conference on Artificial Intelligence (IJCAI 2015).

Implementing feedback in creative systems: a workshop approach
Joseph Corneli and Anna Jordanous
http://ceur-ws.org/Vol-1407/AInF2015p...

Abstract:
One particular challenge in AI is the computational
modelling and simulation of creativity. Feedback
and learning from experience are key aspects of the
creative process. Here we investigate how we could
implement feedback in creative systems using a social
model. From the field of creative writing we
borrow the concept of a Writers Workshop as a
model for learning through feedback. The Writers
Workshop encourages examination, discussion
and debates of a piece of creative work using a prescribed
format of activities. We propose a computational
model of the Writers Workshop as a roadmap
for incorporation of feedback in artificial creativity
systems. We argue that the Writers Workshop
setting describes the anatomy of the creative process.
We support our claim with a case study that
describes how to implement the Writers Workshop
model in a computational creativity system. We
present this work using patterns other people can
follow to implement similar designs in their own
systems. We conclude by discussing the broader
relevance of this model to other aspects of AI.