论文标题
实施例如何影响人类对计算创造力的看法?实验研究框架
How Does Embodiment Affect the Human Perception of Computational Creativity? An Experimental Study Framework
论文作者
论文摘要
哪些因素影响人类对计算系统所表现出的创造力的评估是计算创造力(CC)研究的核心问题。最近,该系统的实施例已被提出为一个因素,但缺乏对其作用的经验研究。为此,我们提出了一个实验框架,该框架将实施方案对创造力的感知隔离了其对创造力本身的影响。我们不仅操纵系统的体现,还操纵感知证据作为人类创造力评估的基础。我们以实施方案和感知证据为独立的核心框架,将创作过程作为受控变量,并提供有关衡量创造力评估作为因变量的建议。我们希望该框架能够激发其他人以原则性的方式研究人类对CC的看法。
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.