用AI语音助手帮学者理清写作目标，让写作更自觉、有方向。
From Intention to Text: AI-Supported Goal Setting in Academic Writing
- 通过语音对话引导作者不断明确和调整写作目标
- 实验显示能有效保持目标与文本一致并促进反思
- 适合需要深度思考的学术写作者或研究型学生
本研究提出WriteFlow，一款基于语音的AI写作助手，旨在通过目标导向的交互支持反思性学术写作。学术写作涉及持续反思与目标动态调节，但前期调研与对17名参与者的形成性研究发现，写作者常难以清晰表达和管理变化中的目标。现有主流AI写作工具侧重效率，却缺乏对元认知与作者主体性的支持。WriteFlow将AI互动视为一个持续进行目标阐明、监控与协商的对话空间，根植于作者意图。12位专家参与的“巫师之奥”实验表明，WriteFlow通过支持迭代式目标优化、维持撰写过程中的目标-文本一致性，以及提示目标达成情况评估，有效支撑了元认知调控与即时反思。文章讨论了以反思对话、灵活目标结构和多视角反馈为核心的设计启示，以促进有意识且自主的写作。
原文摘要 · Abstract (English)
This study presents WriteFlow, an AI voice-based writing assistant designed to support reflective academic writing through goal-oriented interaction. Academic writing involves iterative reflection and evolving goal regulation, yet prior research and a formative study with 17 participants show that writers often struggle to articulate and manage changing goals. While commonly used AI writing tools emphasize efficiency, they offer limited support for metacognition and writer agency. WriteFlow frames AI interaction as a dialogic space for ongoing goal articulation, monitoring, and negotiation grounded in writers' intentions. Findings from a Wizard-of-Oz study with 12 expert users show that WriteFlow scaffolds metacognitive regulation and reflection-in-action by supporting iterative goal refinement, maintaining goal-text alignment during drafting, and prompting evaluation of goal fulfillment. We discuss design implications for AI writing systems that prioritize reflective dialogue, flexible goal structures, and multi-perspective feedback to support intentional and agentic writing.
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