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Search Strategies and the Creative Process (Year 2010) PDFInferences Show Both PDFsInteraction-based Authoring for Scalable Co-creative Agents (Year 2015) PDF
The human creative process can be likened to searching for solutions to a problem. This work introduces a computerized aesthetic composition task that is inspired by the " creativity as search " metaphor. Data from this technique can illuminate how personality and situational influences a↵ect the creative process, rather than merely noting that they a↵ect the outcome. Beyond this, the technique can be used to highlight underlying similarities between human creativity and optimization, as well as the important di↵erences. Early results with N = 34 participants suggest that people's search strategies do di↵er, and show connections between personality, evaluation criteria, and search strategy. Suggestions for future research are given.
  • A aesthetic composition task will authoring the co-creative authoring-that combines ideas from case-based learning and imi-tative learning.

  • The "" creativity as search "" metaphor will is described the an instantiation of the interaction-based authoring approach.

  • This work will presents the use.

This article presents a novel approach to authoring co-creative systems-called interaction-based authoring-that combines ideas from case-based learning and imi-tative learning, while emphasizing its use in open-ended co-creative application domains. This work suggests an alternative to manually authoring knowledge for com-putationally creative agents that relies on user interaction " in the wild " as opposed to high-effort manual au-thoring beforehand. The Viewpoints AI installation is described as an instantiation of the interaction-based authoring approach. Finally, the interaction-based au-thoring approach is evaluated within the Viewpoints AI installation and the results are discussed guiding development and further evaluation in the future.

Key Mapped Terms

Target NodeSource Node
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task_thatapproach
creativityinstallation_it
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