arXiv:2503.18303cs.HCcs.AI2025-03被引 1

免费工具G4R让研究者轻松记录用户与ChatGPT的对话数据。

How to Capture and Study Conversations Between Research Participants and ChatGPT: GPT for Researchers (g4r.org)

  • 提供可定制的GPT交互界面,引导用户对话
  • 支持下载完整对话记录,便于分析研究
  • 适合人机交互、AI决策等领域的实证研究

随着大型语言模型(如ChatGPT)在教育、客服、创作等场景广泛应用,理解人类与AI的互动方式变得至关重要。然而,当前缺乏标准化工具来系统研究这些互动。为此,我们推出GPT for Researchers(G4R,g4r.org),一个免费网站,帮助研究者便捷创建并集成GPT接口至研究中。研究者可在g4r.org上实现:(1)让参与者与GPT(如ChatGPT)交互;(2)自定义交互界面,设置话题限制或调整语气风格;(3)下载参与者与GPT之间的完整消息数据。G4R通过支持真实对话采集,助力研究消费者与AI代理的互动、AI辅助决策及人机沟通中的语言模式等问题。本文提供使用G4R的分步指南。

原文摘要 · Abstract (English)

As large language models (LLMs) like ChatGPT become increasingly integrated into our everyday lives--from customer service and education to creative work and personal productivity--understanding how people interact with these AI systems has become a pressing issue. Despite the widespread use of LLMs, researchers lack standardized tools for systematically studying people's interactions with LLMs. To address this issue, we introduce GPT for Researchers (G4R), or g4r.org, a free website that researchers can use to easily create and integrate a GPT Interface into their studies. At g4r.org, researchers can (1) enable their study participants to interact with GPT (such as ChatGPT), (2) customize GPT Interfaces to guide participants' interactions with GPT (e.g., set constraints on topics or adjust GPT's tone or response style), and (3) capture participants' interactions with GPT by downloading data on messages exchanged between participants and GPT. By facilitating study participants' interactions with GPT and providing detailed data on these interactions, G4R can support research on topics such as consumer interactions with AI agents or LLMs, AI-assisted decision-making, and linguistic patterns in human-AI communication. With this goal in mind, we provide a step-by-step guide to using G4R at g4r.org.

人机交互AI研究数据采集

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