Creativity and machine learning: A survey

G Franceschelli, M Musolesi - ACM Computing Surveys, 2021 - dl.acm.org
There is a growing interest in the area of machine learning and creativity. This survey
presents an overview of the history and the state of the art of computational creativity …

Computational creativity: The final frontier?

S Colton, GA Wiggins - ECAI 2012, 2012 - ebooks.iospress.nl
Notions relating to computational systems exhibiting creative behaviours have been
explored since the very early days of computer science, and the field of Computational …

[HTML][HTML] The current state of artificial intelligence generative language models is more creative than humans on divergent thinking tasks

KF Hubert, KN Awa, DL Zabelina - Scientific Reports, 2024 - nature.com
The emergence of publicly accessible artificial intelligence (AI) large language models such
as ChatGPT has given rise to global conversations on the implications of AI capabilities …

[HTML][HTML] Creativity, information, and consciousness: the information dynamics of thinking

GA Wiggins - Physics of life reviews, 2020 - Elsevier
This paper presents a theory of the basic operation of mind, Information Dynamics of
Thinking, which is intended for computational implementation and thence empirical testing. It …

A standardised procedure for evaluating creative systems: Computational creativity evaluation based on what it is to be creative

A Jordanous - Cognitive Computation, 2012 - Springer
Computational creativity is a flourishing research area, with a variety of creative systems
being produced and developed. Creativity evaluation has not kept pace with system …

[PDF][PDF] Computational Creativity Theory: The FACE and IDEA Descriptive Models.

S Colton, JW Charnley, A Pease - ICCC, 2011 - cose.isu.edu
We introduce computational creativity theory (CCT) as an analogue in computational
creativity research to computational learning theory in machine learning. In its current draft …

Four PPPPerspectives on computational creativity in theory and in practice

A Jordanous - Connection Science, 2016 - Taylor & Francis
Computational creativity is the modelling, simulating or replicating of creativity
computationally. In examining and learning from these “creative systems”, from what …

[PDF][PDF] On impact and evaluation in computational creativity: A discussion of the Turing test and an alternative proposal

A Pease, S Colton - Proceedings of the AISB symposium on AI …, 2011 - researchgate.net
Computational Creativity is the AI subfield in which we study how to build computational
models of creative thought in science and the arts. From an engineering perspective, it is …

Data-intensive evaluation of design creativity using novelty, value, and surprise

K Grace, ML Maher, D Fisher… - International Journal of …, 2015 - Taylor & Francis
The increasing availability of large quantities of product-related data provides an opportunity
to augment human designers with analytical models for evaluating the creativity of a new …

A big data approach to computational creativity: The curious case of Chef Watson

LR Varshney, F Pinel, KR Varshney… - IBM Journal of …, 2019 - ieeexplore.ieee.org
Computational creativity is an emerging branch of artificial intelligence that places
computers in the center of the creative process. Broadly, creativity involves a generative step …