Learn More
A well-known difficulty with solving Constraint Satisfaction Problems (CSPs) is that, while one formulation of a CSP may enable a solver to solve it quickly, a different formulation may take prohibitively long to solve. We demonstrate a system for automatically reformulating CSP solver models by combining the capabilities of machine learning and automated(More)
We introduce computational creativity theory (CCT) as an analogue in computational creativity research to computational learning theory in machine learning. In its current draft, CCT comprises the FACE descriptive model of creative acts as tuples of generative acts, and the IDEA descriptive model of the impact such creative acts may have. To introduce(More)
In most domains, artefacts and the creativity that went into their production is judged within a context; where a context may include background information on how the creator feels about their work, what they think it expresses, how it fits in with other work done within their community, their mood before , during and after creation, and so on. We identify(More)
We describe the FloWr framework for implementing creative systems as scripts over processes and manipulated visually as flowcharts. FloWr has been specifically developed to be able to automatically optimise, alter and ultimately generate novel flowcharts, thus innovating at process level. We describe the fundamental architecture of the framework and provide(More)
We investigate serendipity, or happy, accidental discoveries , in CC, and propose computational concepts related to serendipity. These include a focus-shift, a breakdown of serendipitous discovery into prepared mind, serendipity trigger , bridge and result and three dimensions of serendipity: chance, sagacity and value. We propose a definition and standards(More)
The invention of fictional ideas (ideation) is often a central process in producing artefacts such as poems, music and paintings in a creative way. Automated fictional ideation should, therefore , be of much interest in the study of Computational Creativity, but only a few approaches have been explored. We describe here the preliminary results of a new(More)
The invention of fictional ideas (ideation) is often a central process in the creative production of artefacts such as poems , music and paintings, but has barely been studied in the Computational Creativity community. We present here three baseline approaches for automated fictional ideation, using methods which invert and alter facts from the ConceptNet(More)