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HRI信頼測定arXiv:2104.11365

その信頼測定は信頼できるのか?

Can You Trust Your Trust Measure?

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人間とロボットの信頼を測るアンケート項目が、ロボットの種類や状況によって「適用不可」と評価されることを2つの実験で示し、信頼スコアの解釈上の問題点と質問紙の改善策を提言した論文。

著者: Meia Chita-Tegmark, Theresa Law, Nicholas Rabb, Matthias Scheutz

分類: cs.HC, cs.RO

原文アブストラクト

Trust in human-robot interactions (HRI) is measured in two main ways: through subjective questionnaires and through behavioral tasks. To optimize measurements of trust through questionnaires, the field of HRI faces two challenges: the development of standardized measures that apply to a variety of robots with different capabilities, and the exploration of social and relational dimensions of trust in robots (e.g., benevolence). In this paper we look at how different trust questionnaires fare given these challenges that pull in different directions (being general vs. being exploratory) by studying whether people think the items in these questionnaires are applicable to different kinds of robots and interactions. In Study 1 we show that after being presented with a robot (non-humanoid) and an interaction scenario (fire evacuation), participants rated multiple questionnaire items such as "This robot is principled" as "Non-applicable to robots in general" or "Non-applicable to this robot". In Study 2 we show that the frequency of these ratings change (indeed, even for items rated as N/A to robots in general) when a new scenario is presented (game playing with a humanoid robot). Finally, while overall trust scores remained robust to N/A ratings, our results revealed potential fallacies in the way these scores are commonly interpreted. We conclude with recommendations for the development, use and results-reporting of trust questionnaires for future studies, as well as theoretical implications for the field of HRI.

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