arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2205.01418cs.HCcs.AIcs.RO
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具体化如何影响人类对计算创造力的感知?实验性研究框架

How Does Embodiment Affect the Human Perception of Computational Creativity? An Experimental Study Framework

University of Helsinki(赫尔辛基大学);Aalto University(阿尔托大学);Queen Mary University of London(伦敦玛丽女王大学)

Simo Linkola, Christian Guckelsberger, Tomi Männistö, Anna Kantosalo

摘要:

哪些因素影响人类对计算系统所表现出的创造力的评价是计算创造力研究的核心问题。近年来,制度的体现被提出来作为一个影响因素,但缺乏对其影响的实证研究。为此,我们提出了一个实验框架,隔离的体现对创造力的感知效果,其对创造力本身的影响。我们不仅操纵系统的具体化,而且还将感知证据作为人类创造力评估的基础。我们激励的核心框架与体现和知觉证据作为独立的和创造性的过程作为控制变量,我们提供了建议,测量作为因变量的创造性评估。我们希望这个框架能启发其他人以一种有原则的方式研究人类对具身CC的感知。

英文摘要:

Which factors influence the human assessment of creativity exhibited by a computational system is a core question of computational creativity (CC) research. Recently, the system's embodiment has been put forward as such a factor, but empirical studies of its effect are lacking. To this end, we propose an experimental framework which isolates the effect of embodiment on the perception of creativity from its effect on creativity per se. We not only manipulate the system's embodiment, but also the perceptual evidence as the basis for the human creativity assessment. We motivate the core framework with embodiment and perceptual evidence as independent and the creative process as controlled variable, and we provide recommendations on measuring the assessment of creativity as dependent variable. We hope the framework will inspire others to study the human perception of embodied CC in a principled manner.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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