Wizard of Oz studies in HRI

Wizard of Oz studies in HRI
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HRI 中的绿野仙踪研究

DOI:
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发表时间:
2012
期刊:
IEEE/ACM International Conference on Human-Robot Interaction
影响因子:
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通讯作者:
L. Riek
L. Riek
中科院分区:
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文献类型:
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作者:
L. Riek

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许多研究人员将《绿野仙踪》(Wizard of Oz, WoZ)作为一种实验技术,但对其使用存在方法论上的担忧,并且没有关于如何最好地使用它的综合标准。我们系统地回顾了2001年至2011年在主要HRI出版物上发表的54个WoZ实验。使用Fraser and Gilbert(1991)、Green et al.(2004)、Steinfeld et al.(2009)和Kelley(1984)提出的标准,我们分析了研究人员如何进行HRI WoZ实验。研究人员主要使用WoZ进行言语加工(72.2%)和非言语加工(48.1%)。大多数受约束的向导生产(90.7%),但很少受约束的向导识别(11%)。很少报告测量向导错误(3.7%),很少报告实验前向导培训(5.4%)。很少有人以迭代的方式使用WoZ(24.1%)。基于这些结果,我们提出了新的报告准则,以帮助未来的研究。
Many researchers use Wizard of Oz (WoZ) as an experimental technique, but there are methodological concerns over its use, and no comprehensive criteria on how to best employ it. We systematically review 54 WoZ experiments published in the primary HRI publication venues from 2001 -- 2011. Using criteria proposed by Fraser and Gilbert (1991), Green et al. (2004), Steinfeld et al. (2009), and Kelley (1984), we analyzed how researchers conducted HRI WoZ experiments. Researchers mainly used WoZ for verbal (72.2%) and non-verbal (48.1%) processing. Most constrained wizard production (90.7%), but few constrained wizard recognition (11%). Few reported measuring wizard error (3.7%), and few reported pre-experiment wizard training (5.4%). Few reported using WoZ in an iterative manner (24.1%). Based on these results we propose new reporting guidelines to aid future research.