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Difference in Attitudes Toward Suggestions Given by an Agent Using Impasse Estimation

机译:使用僵局估计对代理商提供的建议的态度

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When a human and a conversational agent cooperate to perform a task, the agent may need to provide advice to the human. In that case, the agent has to induce attitudes that ensure the human accepts the advice of the agent in advance or through the task. This study aimed to investigate whether the acceptance of advice provided by an agent could be encouraged by controlling the content and timing of advice presentation according to the state of the participant. We focused on metacognitive suggestions during insight problem solving as an example of advice that was effective even if an agent performs it. We conducted an experiment to investigate whether participants would be likely to accept the suggestion based on the estimation of the inner state of them even when the agent provided the suggestion. Based on results from the analysis of operation history log, the acceptance rate of suggestions in the participants interacting with the state-considering-suggestion agent was significantly higher than that in the participants interacting with fixed-interval-suggestion agent, but the task performance was not high enough.
机译:当人类和会话代理合作执行任务时,代理人可能需要向人类提供建议。在这种情况下,代理人必须诱导确保人类预先或通过任务接受代理人的建议的态度。本研究旨在通过根据参与者的状态控制建议介绍的内容和时间来调查是否可以鼓励代理人提供的建议。我们专注于在Insight问题期间的元认知建议,解决是即使代理商执行它,也是有效的建议的示例。我们进行了一个实验,以调查参与者是否可能根据代理商提供建议,根据他们的内部状态接受建议。根据操作历史记录分析的结果,与国家考虑建议代理人交互的参与者的接受率明显高于与固定间隔建议代理人交互的参与者,但任务表现是不够高。

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