Reflecti-Mate: 通过系统1和系统2思维实现自适应决策支持的对话代理
Reflecti-Mate: A Conversational Agent for Adaptive Decision-Making Support Through System 1 and System 2 Thinking
AI总结：
本文研究了一种对话代理，通过适应个体思维模式促进决策整合，该代理能提供更个性化的反思路径和整合性反思语言，优于传统决策支持系统。
摘要：
在做出高风险个人决策时，涉及认知、情感和直觉过程，个体在这些模式间的注意力分配各不相同。整合这些过程已被证明有助于决策。然而，大多数现有决策支持系统主要支持认知方面，而非适应个体的思维特征以促进不同思维类型的整合。在本研究中，我们探讨了一种代理，旨在通过适应个体用户思维模式来促进整合。我们探讨了该代理对参与者对代理的看法及其反思行为的影响，与未受助的预反思和基线代理进行比较。在被试间研究（N=128）中，我们的代理促进了广泛且深入的思考，使参与者能够形成更个性化的反思轨迹，产生更多整合性的反思语言，并被感知为提供更强的全面反思支持。相比之下，基线代理产生了受认知语言主导的同质化特征。
英文摘要：
Making high-stakes personal decisions involves cognitive, emotional, and intuitive processes, and individuals differ in how they allocate attention across these modes. Integration of these processes has shown to benefit decision making. Yet, most current decision-support systems focus primarily on supporting cognitive aspects, rather than adapting to the individual's thinking profile to support integration of different types of thoughts. In this study, we investigate an agent designed to encourage integration by adapting to the individual user's thought patterns. We explore its effects on participants' perceptions of the agent and their reflective behavior, in comparison with unaided pre-reflection and a baseline agent. In a between-subjects study (N = 128), our agent, which fostered broad and elaborated thinking, enabled more personalized reflective trajectories, elicited more integrative reflective language, and was perceived as providing stronger support for holistic reflection. In contrast, the baseline agent produced homogenized profiles dominated by cognitive language across participants.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
