农业图书情报学报

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GAI赋能信息素养教育的三维螺旋模型构建与实证研究

孙晓瑜1, 孟文杰1, 张雪松1, 时金华2, 卢虎胜3   

  1. 1. 中国石油大学(华东)图书馆,青岛 266580
    2. 中国石油大学(华东)教务处,青岛 266580
    3. 中国石油大学(华东)石油工程学院,青岛 266580
  • 收稿日期:2026-01-30 出版日期:2026-04-20
  • 作者简介:

    孙晓瑜(1981- ),女,硕士,副研究馆员,研究方向为信息素养教育及知识服务

    孟文杰(1982- ),女,硕士,副研究馆员,研究方向为信息技术保障及信息系统管理

    张雪松(1982- ),男,硕士,副研究馆员,研究方向为信息资源建设及文献服务

    时金华(1979- ),男,硕士,副处长,研究方向为高等教育教学管理与课程设计

    卢虎胜(1970- ),男,博士,副研究员,研究方向为石油工程专业培养模式与体系创新

  • 基金资助:
    山东省教育厅本科教学改革研究项目“夯实基础、一人一案、理科实验班人才培养改革与探索”(M2024058); 中国石油大学(华东)本科教学改革项目“项目牵引、AI赋能、驱动新工科创新人才培养路径迭代升级的研究与实践”(CZ2025043)

Model Construction and Empirical Study of a Three-Dimensional Spiral Model for GAI-Enhanced Information Literacy Education

SUN Xiaoyu1, MENG Wenjie1, ZHANG Xuesong1, SHI Jinhua2, LU Husheng3   

  1. 1. Library, China University of Petroleum (East China), Qingdao 266580
    2. Academic Affairs Office, China University of Petroleum (East China), Qingdao 266580
    3. School of Petroleum Engineering, China University of Petroleum (East China), Qingdao 266580
  • Received:2026-01-30 Online:2026-04-20

摘要:

[目的/意义] 生成式人工智能(GAI)正推动信息素养教育范式重构。针对当前教学同质化、资源割裂化与伦理教育悬浮化等问题,探索GAI深度赋能的新型教育模型,对于破解信息素养教育困境、培育智能时代负责任的数字公民具有重要的理论价值与实践意义。 [方法/过程] 通过整合多模态认知建构、人机协同进化与价值敏感设计理论,构建“认知-能力-价值”三维螺旋模型,并以中国石油大学(华东)为实证场域,设计为期8周的对比教学实验,综合运用定量与质性方法对模型效能进行多维度验证。 [结果/结论] 实证表明,三维螺旋模型能显著提升学习者的综合信息素养:实验组信息检索效率较对照组提升53%,技术伦理决策正确率达89.2%,跨领域任务迁移适应性增强,效应量显著(Cohen's d=1.37)。机制分析揭示,模型通过改进型跨模态对齐、动态知识图谱等技术路径优化了培养效率,更通过“伦理前置”机制有效校准认知路径,解决了伦理悬浮问题。研究为“认知-能力-价值”协同发展的信息素养教育提供系统的理论框架与可操作的实施路径,也为其他图书馆开展GAI深度融合的教学实践提供实证支持与参考经验。

关键词: 生成式人工智能(GAI), 信息素养教育, AI素养, 多模态融合, 三维螺旋模型, 人机协同, 实证研究

Abstract:

[Purpose/Significance] The rapid advancement of Generative Artificial Intelligence (GAI) is fundamentally reshaping the landscape of knowledge production and dissemination, propelling information literacy education into a critical phase of paradigm reconstruction. However, contemporary university-level information literacy programs are often constrained by structural impediments, including pedagogical homogenization that fails to address individual learner differences, fragmented multimodal resources that hinder holistic cognitive development, and the "suspension" of ethical education, where abstract moral principles are difficult to internalize into concrete practice. These challenges severely restrict the transition of information literacy education from static skill transmission to dynamic, value-oriented cultivation. Therefore, exploring a novel educational model deeply empowered by GAI is theoretically significant for reconstructing the theoretical framework of "Cognition-Competence-Value" synergy framework and is imperative for cultivating responsible digital citizens who can think critically and make ethical decisions in the intelligent era. [Method/Process] To address these challenges, this study synthesizes three core theoretical pillars: Multimodal Cognitive Construction, Human-Computer Collaborative Evolution, and Value-Sensitive Design. This model, called the Three-Dimensional Spiral Model (3DSM), is centered on "Cognition-Competence-Value." This model posits a dynamic, mutually reinforcing mechanism in which these three dimensions spiral upward through continuous interaction. To empirically validate the model's efficacy, a rigorous 8-week quasi-experiment was conducted at China University of Petroleum (East China). The study involved 120 participants who were randomly assigned to experimental and control groups. The experimental group participated in an intervention based on the 3DSM that utilized advanced GAI technologies, including an improved CLIP model for multimodal alignment, a dynamic knowledge graph for personalized path planning, and a "value sandbox" for ethical simulations. The teaching design followed a spiral curriculum, progressing from "Multimodal Information Deconstruction" to "Human-Computer Collaborative Innovation," and finally to "Ethical Internalization." In contrast, the control group followed a traditional "lecture plus practice" model. A mixed-methods approach was employed for the evaluation. This approach combined quantitative metrics, such as retrieval efficiency logs and Jaccard similarity coefficients for accuracy, with the CTIC standardized test, which measures information awareness, tool application, and ethical cognition. The evaluation also included a qualitative analysis of learning artifacts and behavioral trajectories. [Results/Conclusions] The empirical findings demonstrate that the 3DSM significantly enhances learners' comprehensive information literacy. Statistically, the experimental group exhibited a 53% improvement in information retrieval efficiency compared to the control group, with a retrieval accuracy (Jaccard similarity) increase of 0.68 to 0.89. Furthermore, the accuracy rate of technical ethical decision-making reached 89.2%, and the effect size was substantial (Cohen's d=1.37), indicating a large practical impact. Mechanism analysis revealed three key drivers of this success. First, the improved cross-modal alignment optimized cognitive efficiency by enabling accurate deconstruction of heterogeneous resources. Second, the dynamic knowledge graph facilitated capability evolution through personalized, adaptive learning paths. Third, the "Ethical Pre-regulation" mechanism, where ethical constraints are applied at the onset of cognitive tasks, effectively resolved the "ethical suspension" problem by calibrating cognitive paths and preventing algorithmic bias. This research contributes to the field by providing a systematic, theoretical framework for the synergistic development of cognition, competence, and value in the GAI era. It offers libraries and educational institutions a replicable, evidence-based implementation pathway for deeply integrating GAI into their curricula, thereby transforming information literacy education into a dynamic ecosystem of human-machine symbiosis and value co-creation.

Key words: Generative Artificial Intelligence (GAI), information literacy education, AI literacy, multimodal fusion, three-dimensional spiral model, human-computer collaboration, empirical research

中图分类号:  G251.5

引用本文

孙晓瑜, 孟文杰, 张雪松, 时金华, 卢虎胜. GAI赋能信息素养教育的三维螺旋模型构建与实证研究[J/OL]. 农业图书情报学报. https://doi.org/10.13998/j.cnki.issn1002-1248.26-0062.

SUN Xiaoyu, MENG Wenjie, ZHANG Xuesong, SHI Jinhua, LU Husheng. Model Construction and Empirical Study of a Three-Dimensional Spiral Model for GAI-Enhanced Information Literacy Education[J/OL]. Journal of library and information science in agriculture. https://doi.org/10.13998/j.cnki.issn1002-1248.26-0062.