社会空间学习分析的循证研究:ETBS整合框架构建及案例分析OA
Evidence-Informed Research on Socio-Spatial Learning Analytics:Construction of the ETBS Framework and a Case Study
随着智能技术与多模态感知环境的发展,学习空间日益呈现虚实融合与高度情境化特征,但现有学习分析研究对社会空间结构与情境互动机制关注不足,难以有效刻画复杂协作学习过程.为此,研究首先辨析社会空间学习分析的核心意涵,梳理其跨学科理论基础;随后采用系统性文献计量分析,从共时结构与历时演化两个层面解码该领域的核心主题与发展趋势.基于此,研究构建包含环境(E)、技术(T)、行为(B)与策略(S)的ETBS四维概念框架,阐明环境生成问题情境、技术赋能意义转化、行为解码教育意义、策略驱动价值迭代的内在逻辑.最后,研究以TeamVision系统为案例,验证该框架在仿真情境结构化空间、多模态数据整合、协作行为量化与教学干预迭代中的分析效能.研究为复杂学习空间解析、教学干预设计与伦理治理提供整合性方法论支持.
With the rapid development of intelligent technologies and multimodal sensing environments,learning spaces are increasingly characterized by the integration of physical-virtual contexts and a high degree of contextualization.However,existing learning analytics research has paid limited attention to socio-spatial structures and interaction mechanisms,making it difficult to ef-fectively capture the dynamics of complex collaborative learning processes.To address this gap,this study first clarifies the core con-notations of socio-spatial learning analytics and synthesizes its interdisciplinary theoretical foundations.It then employs a systematic bibliometric analysis to examine the field from both synchronic structural and diachronic evolutionary perspectives,identifying its key themes and developmental trajectories.Based on these analyses,an ETBS four-dimensional framework is constructed,comprising En-vironment(E),Technology(T),Behavior(B),and Strategy(S).The framework elucidates the underlying logic in which environments generate problem contexts,technologies enhance meaning-making processes,behaviors reveal educational significance,and strategies drive iterative value development.Finally,a case study of the TeamVision system is conducted to validate the framework's effective-ness in helping analyze simulated learning spaces,integrate multimodal data,quantify collaborative behaviors,and support iterative in-structional interventions.This study provides an integrated methodological framework for analyzing complex learning spaces,designing instructional interventions,and informing ethical governance.
丁继红;罗寒;夏冰;刘华中
浙江师范大学儿童发展与教育学院(浙江杭州311231)长沙市第六中学(湖南长沙410011)海南大学计算机科学与技术学院(海南海口 570228)浙江师范大学人工智能学院(浙江杭州311231)
社会科学
社会空间学习分析学习空间多模态学习分析复杂学习环境教学干预
Socio-spatial learning analyticsLearning spacesMultimodal learning analyticsComplex learning environmentsInstructional intervention
《远程教育杂志》 2026 (2)
80-92,13
2023年国家自然科学基金面上项目"双螺旋协作学习过程多模态分析与全息数字画像及精准干预研究"(项目编号:62277012)、2026年国家自然科学基金地区项目"旨向情感认知协同演化的编程学习动态知识追踪与干预研究"(项目编号:62567002).
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