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算法拒绝的三维动机理论

ZAHNG Yuyan,XU Liying,YU Feng,DING Xiaojun,WU Jiahua, ZHAO Liang

Advances in Psychological Science（2022）

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Abstract
算法拒绝意指尽管算法通常能比人类做出更准确的决策,但人们依然更偏好人类决策的现象.算法拒绝的三维动机理论归纳了算法主体怀疑、道德地位缺失和人类特性湮没这三个主要原因,分别对应信任、责任和掌控三种心理动机,并对应改变算法拒绝的三种可行方案:提高人类对算法的信任度,强化算法的主体责任,探索个性化算法设计以突显人对算法决策的控制力.未来研究可进一步以更社会性的视角探究算法拒绝的发生边界和其他可能动机.
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Key words
algorithm aversion,motivation,model,three-dimensional
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