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 …
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 …
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
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 …
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 …
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 …
being produced and developed. Creativity evaluation has not kept pace with system …
[PDF][PDF] Computational Creativity Theory: The FACE and IDEA Descriptive Models.
We introduce computational creativity theory (CCT) as an analogue in computational
creativity research to computational learning theory in machine learning. In its current draft …
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 …
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
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 …
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
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 …
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
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 …
computers in the center of the creative process. Broadly, creativity involves a generative step …