arXiv:2604.16397cs.CYcs.AI2026-04中稿 · presentation at iL…

教师自建GPT作教学伙伴,提升在线学习沉浸感。

Instructor-Created Custom GPTs as Pedagogical Partners Fostering Immersion in Online Higher Education: Two Case Studies

  • 教师定制GPT作为教学助手,融入课程设计。
  • 两类课程中,GPT分别强化反馈与元认知支持。
  • 适合关注在线教学创新的教育研究者与实践者。

随着在线高等教育发展,保持学生参与度仍是关键挑战。本文通过两个案例研究——美国加速型研究生项目申请书写作课与葡萄牙本科软件工程课,探讨教师创建的定制化GPT如何促进学习沉浸感(深度心理投入状态)。基于沉浸式学习立方框架,该框架从环境包裹性、叙事意义与主体能动性三个维度分析沉浸。在申请书课程中,定制GPT作为即时反馈伙伴,增强环境沉浸、延续项目故事线,并赋予学生修改决策权;在软件工程课中,采用情节化设定的GPT扮演元认知导师,通过持续可用性提升环境沉浸,以角色扮演强化叙事沉浸,同时支撑学生自主与协作调控学习。结果表明,精心整合的定制化GPT可作为强大教学伙伴,全面激活三种沉浸维度,提升响应速度、逻辑连贯性与学习自主性,显著改善在线学习体验。

原文摘要 · Abstract (English)

As online higher education expands, sustaining student engagement remains a critical challenge. This paper approaches immersive learning by investigating how custom GPTs foster immersion (as a state of deep mental involvement) for students and instructors. While large language models (LLMs) offer potential for enhancing feedback, little research has examined instructor-created custom GPTs designed to align with specific pedagogical goals. This paper addresses this gap, employing the Immersive Learning Cube framework, which conceptualizes immersion through three dimensions: system (envelopment by the environment), narrative (meaningful context), and agency (commitment to meaning-making). Through a qualitative analysis of two distinct case studies, an accelerated graduate grant writing course in the US and an undergraduate software engineering course in Portugal, we analyze course-embedded artifacts to map how custom GPTs influence these immersion dimensions. In the grant writing course, the custom GPT functioned as a feedback partner, fostering system immersion through its immediacy, narrative immersion by reinforcing the proposal's evolving story, and agency immersion by empowering students to negotiate feedback and take ownership of revisions. In the software engineering course, a diegetically-framed custom GPT acted as a metacognitive tutor, enhancing system immersion via its permanent availability, narrative immersion through its role-play function and agency immersion by scaffolding students' self- and co-regulated learning. Our findings demonstrate that thoughtfully integrated custom GPTs can act as powerful pedagogical partners that leverage all three dimensions of immersion. Rather than replacing human instructors, they can amplify immediacy, coherence, and learner autonomy, creating more engaging and immersive online learning environments.

在线教育教学智能体沉浸学习GPT教学

Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。