理解视觉领域的探索性创造力

Kyle E. Jennings, D. Simonton, S. Palmer
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引用次数: 11

摘要

本文描述了一个基于“创造力即搜索”隐喻的计算机化美学作文任务。这项技术收集人们搜索行为的详细实时数据,有助于打开“黑匣子”,将影响创造力的独立变量与其结果分开。我们首先描述了该技术并提供了详细的理论框架。然后,我们讨论了该技术的典型应用,描述了几个正在进行的研究,并提出了一些初步的结果。最后,我们讨论了与其他工作的关系,局限性和未来的发展方向。我们认为,这种技术及其研究将有助于更深入地理解创造过程,成为创造力研究人员的宝贵工具,并有助于研究和理解创造力的方法和理论进步。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Understanding exploratory creativity in a visual domain
This paper describes a computerized aesthetic composition task that is based on a "creativity as search" metaphor. The technique collects detailed, moment-to-moment data about people's search behavior, which can help open the "black box" that separates independent variables that influence creativity from their outcomes. We first describe the technique and provide a detailed theoretical framework. Then, we discuss how the technique is typically applied, describe several in-progress studies, and present some preliminary results. Finally, we discuss relations to other work, limitations, and future directions. We argue that this technique and the research that it enables will facilitate a deeper understanding of the creative process, become a valued tool for creativity researchers, and contribute to methodological and theoretical advances in how creativity is studied and understood.
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