Conceptual Recombination: A method for producing exploratory and transformational creativity in creative works

Hung, Edward; Choy, Clifford Sze-Tsan

doi:10.1016/j.knosys.2013.07.007

Cited by 9 publications

(4 citation statements)

References 32 publications

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“…The system also facilitates drawing in layers and easy manipulation of graphics. Hung and Choy (2013) proposed an approach supporting graphic design, called conceptual recombination, to take in intermediate creative work and generate creative designs as continuations. Using domain knowledge, the approach first tries to understand the features and structures of the input, then the input features and structures are used to predict output features and structures, which combine into a final product.…”

Section: Approaches Supporting Idea Findingmentioning

confidence: 99%

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A literature review on individual creativity support systems

Kai

Nickerson

2017

Computers in Human Behavior

101

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Individual creativity support systems have been developed to facilitate creative work. This article reviews the various design requirements and approaches proposed for supporting individual creative work, as well as relevant creativity theories. Current creativity support systems use many approaches in supporting the collection of relevant information and the creation of ideas or artifacts. However, the designs are typically based on just a few creativity theories. Based on various creativity theories, we propose a new integrated framework for individual creativity support systems. This framework enumerates aspects, components, and features of creativity support systems.

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Section: Approaches Supporting Idea Findingmentioning

confidence: 99%

“…computational generation of analogy (Veale, 2006;Young, 1987) and graphic design (Hung & Choy, 2013). These techniques enable a computer to generate creative outcome by itself.…”

Section: A New Framework For Designing Individual Creativity Support mentioning

confidence: 99%

A literature review on individual creativity support systems

Kai

Nickerson

2017

Computers in Human Behavior

101

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“…Open-ended problem solving has been the focus of computational creativity [27][28][29][30][31]. Related systems implement different creative paradigms, including analogy, concept combinations, domain-specific rule-based reasoning systems, cognitive architectures, and transformational and evolutionary systems [27,31,32].…”

Section: Related Workmentioning

confidence: 99%

“…Related systems implement different creative paradigms, including analogy, concept combinations, domain-specific rule-based reasoning systems, cognitive architectures, and transformational and evolutionary systems [ 27 , 31 , 32 ]. The work in [ 28 ] uses ontologies to deconstruct and reconstruct inputs into features and structures during conceptual recombination. Evolutionary algorithm, including Genetic Algorithms (GAs) have been suggested for creative applications, like composing music, generating stories, drawing, and engineering design.…”

Section: Problem Description and Related Workmentioning

confidence: 99%

A novel agent-based, evolutionary model for expressing the dynamics of creative open-problem solving in small groups

Doboli

2020

Appl Intell

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Understanding the process of producing creative responses to open-ended problems solved in small groups is important for many modern domains, like health care, manufacturing, education, banking, and investment. Some of the main theoretical challenges include characterizing and measuring the dynamics of responses, relating social and individual aspects in group problem solving, incorporating soft skills (e.g., experience, social aspects, and emotions) to the theory of decision making in groups, and understanding the evolution of processes guided by soft utilities (hard-to-quantify utilities), e.g., social interactions and emotional rewards. This paper presents a novel theoretical model (TM) that describes the process of solving open-ended problems in small groups. It mathematically presents the connection between group member characteristics, interactions in a group, group knowledge evolution, and overall novelty of the responses created by a group as a whole. Each member is modeled as an agent with local knowledge, a way of interpreting the knowledge, resources, social skills, and emotional levels associated to problem goals and concepts. Five solving strategies can be employed by an agent to generate new knowledge. Group responses form a solution space, in which responses are grouped into categories based on their similarity and organized in abstraction levels. The solution space includes concrete features and samples, as well as the causal sequences that logically connect concepts with each other. The model was used to explain how member characteristics, e.g., the degree to which their knowledge is similar, relate to the solution novelty of the group. Model validation compared model simulations against results obtained through behavioral experiments with teams of human subjects, and suggests that TMs are a useful tool in improving the effectiveness of small teams.

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Tackling Design Fixation of Cultural Product Designers Through Homeomorphism

Hung¹

2016

Advances in Intelligent Systems and Computing

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Conceptual Recombination: A method for producing exploratory and transformational creativity in creative works

Cited by 9 publications

References 32 publications

A literature review on individual creativity support systems

A literature review on individual creativity support systems

A novel agent-based, evolutionary model for expressing the dynamics of creative open-problem solving in small groups

Tackling Design Fixation of Cultural Product Designers Through Homeomorphism

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