Modelling Creativity: Identifying Key Components through a Corpus-Based Approach

@article{Jordanous2016ModellingCI,
  title={Modelling Creativity: Identifying Key Components through a Corpus-Based Approach},
  author={Anna K. Jordanous and B. Keller},
  journal={PLoS ONE},
  year={2016},
  volume={11}
}
Creativity is a complex, multi-faceted concept encompassing a variety of related aspects, abilities, properties and behaviours. If we wish to study creativity scientifically, then a tractable and well-articulated model of creativity is required. Such a model would be of great value to researchers investigating the nature of creativity and in particular, those concerned with the evaluation of creative practice. This paper describes a unique approach to developing a suitable model of how creative… Expand
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References

SHOWING 1-10 OF 206 REFERENCES
Defining Creativity: Finding Keywords for Creativity Using Corpus Linguistics Techniques
TLDR
This work combines several viewpoints for a more general consensus of how creativity is defined, using a corpus linguistics approach, to uncovering key sub-components of creativity which can be used for computational assessment of creativity. Expand
Evaluating computational creativity : a standardised procedure for evaluating creative systems and its application
This thesis proposes SPECS: a Standardised Procedure for Evaluating Creative Systems. No methodology has been accepted as standard for evaluating the creativity of a system in the field ofExpand
A Standardised Procedure for Evaluating Creative Systems: Computational Creativity Evaluation Based on What it is to be Creative
TLDR
A Standardised Procedure for Evaluating Creative Systems (SPECS) is proposed, and a collection of key components of creativity, identified empirically from discussions of human and computational creativity, are offered. Expand
Four PPPPerspectives on computational creativity in theory and in practice
TLDR
This paper argues that the broader views of creativity afforded by the Four Ps is vital in guiding us towards more comprehensively useful computational investigations of creativity. Expand
The social psychology of creativity: A componential conceptualization.
Despite the clear importance of social and environmental' influences on creative performance, a social psychology of creativity is yet to be developed. Theory and research have focused almostExpand
Some Empirical Criteria for Attributing Creativity to a Computer Program
  • G. Ritchie
  • Psychology, Computer Science
  • Minds and Machines
  • 2007
TLDR
This work sketches out, in general abstract terms, what goes on when a potentially creative program is constructed and run, and list some of the relationships which might contribute to a decision about creativity. Expand
The Cambridge handbook of creativity.
Part I. Basic Concepts: 1. Creativity research: a historical view Mark A. Runco and Robert S. Albert 2. Theories of creativity Aaron Kozbelt, Ronald A. Beghetto and Mark A. Runco 3. Assessment ofExpand
Précis of The creative mind: Myths and mechanisms
What is creativity? One new idea may be creative, whereas another is merely new: What's the difference? And how is creativity possible? These questions about human creativity can be answered, atExpand
MEXICA : a computer model of creativity in writing
TLDR
A computational model of the creative process of writing in terms of Engaged and Reflective States is developed, which attempts to complement and extend previous models based on problem solving approach. Expand
A preliminary framework for description, analysis and comparison of creative systems
TLDR
It is suggested that Boden's descriptive framework, once elaborated in detail, is more uniform and more powerful than it first appears. Expand
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