arXiv:2501.12943cs.CLcs.DL2025-01被引 4

用知识图谱引导学生做文献批注,提升理解与思考质量

Ontology-Enhanced Educational Annotation Activities

  • 引入本体指导批注,帮助学生聚焦关键概念
  • 实验证明该方法显著提升文学批判性阅读成绩
  • 适合教育科技、智能辅导系统研究者参考

信息通信技术和技术增强学习已彻底改变传统教与学过程,成为实现2030年可持续发展目标中优质教育的关键因素。文档批注作为典型代表,从传统的纸笔批注发展到数字工具支持下的新型方式,使学生能通过添加标注来突出文档的核心内容。然而,随着学习领域概念复杂度上升,学生常因缺乏专业知识和专家分析能力,导致批注出现无关、错误或脱离语境等问题,重要信息被忽略。本文提出核心假设:在批注活动中引入引导性本体可有效缓解上述问题,促进理解深度、全面内容分析及元反思思维的发展。为此,我们开发了名为@note的批注工具,完整实现基于本体的批注范式,并通过一项关于批判性文学批注的试点研究提供了实证证据,证明@note能显著提升学术表现。

原文摘要 · Abstract (English)

Information and communications technology and technology-enhanced learning have unquestionably transformed traditional teaching-learning processes and are positioned as key factors to promote quality education, one of the basic sustainable development goals of the 2030 agenda. Document annotation, which was traditionally carried out with pencil and paper and currently benefits from digital document annotation tools, is a representative example of this transformation. Using document annotation tools, students can enrich the documents with annotations that highlight the most relevant aspects of these documents. As the conceptual complexity of the learning domain increases, the annotation of the documents may require comprehensive domain knowledge and an expert analysis capability that students usually lack. Consequently, a proliferation of irrelevant, incorrect, and/or poorly decontextualized annotations may appear, while other relevant aspects are completely ignored by the students. The main hypothesis proposed by this paper is that the use of a guiding annotation ontology in the annotation activities is a keystone aspect to alleviate these shortcomings. Consequently, comprehension is improved, exhaustive content analysis is promoted, and meta-reflective thinking is developed. To test this hypothesis, we describe our own annotation tool, \@note, which fully implements this ontology-enhanced annotation paradigm, and we provide experimental evidence about how \@note can improve academic performance via a pilot study concerning critical literary annotation.

教育技术知识本体批注系统

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