GenAI时代的教育信息茧房效应:产生过程、作用机理与破解路径OA
The Educational Information Cocoons Effect in the GenAI Era:Generation Process,Action Mechanisms,and Breakthrough Pathways
GenAI 因其强大的生成能力为教育创新变革提供了新动能,但也催生了教育信息茧房效应,加剧了信息窄化、诱发了信息偏见.为此,文章聚焦于 GenAI 赋能的协作学习情境,在梳理 GenAI 时代教育信息茧房效应内涵和特征的基础上,探析了其产生过程、作用机理与破解路径.文章指出,GenAI 时代教育信息茧房效应的产生经历了认知同化、生成固化、行为强化三个阶段;在学习者、学习平台、学习资源、协作环境四个要素的共同作用下,此效应引发了生成式协作内容模式化、生成式协作群体同质化、生成式个体选择局限化等系列问题.对此,文章提出了 GenAI"赋能—推进—优化—驱动"的教育信息茧房效应破解路径:通过赋能环境重塑,打破群体协同强化的信息闭环;通过推进技术升级,消解算法偏见固化的技术闭环;通过优化画像调整,阻断行为偏好强化的认知闭环;通过驱动内容创生,突破同质内容生成的供给闭环.文章对教育信息茧房效应的剖析,可为优化教育信息智能传播提供理论参考.
With its powerful generative capabilities,generative artificial intelligence(GenAI)provides new momentum for educational innovation and transformation,yet it also gives rise to the educational information cocoons effect,exacerbating information narrowing and triggering information bias.Therefore,focusing on the GenAI-empowered collaborative learning scenarios,this paper clarifies the connotation and characteristics of the educational information cocoons effect in the GenAI era,and further explores its generation process,action mechanisms,and breakthrough pathways.The paper points out that the generation of the educational information cocoons effect in the GenAI era undergoes three stages of cognitive assimilation,generative solidification,and behavioral reinforcement.Furthermore,under the joint interaction of four elements including learners,learning platforms,learning resources,and collaborative environments,this effect triggers a series of problems,such as the standardization of generative collaborative content,the homogenization of generative collaborative groups,and the limitation of generative individual choices.To address these issues,this paper proposes the breakthrough pathways of educational information cocoons effect with the"empowerment-promotion-optimization-driving"of GenAI:empowering environmental reshaping to break the information closed-loop reinforced by group collaboration;advancing technological upgrading to eliminate the technical loop solidified by algorithmic bias;optimizing profile adjustments to interrupt the cognitive loop reinforced by behavioral preferences;and driving content generation to break the supply loop of homogenized generated content.The analysis of the educational information cocoons effect in this paper can provide theoretical references for optimizing the intelligent dissemination of educational information.
上超望;赵玉林;郑玉敏;蒙江
华中师范大学 人工智能教育学部,湖北 武汉 430079华中师范大学 人工智能教育学部,湖北 武汉 430079华中师范大学 人工智能教育学部,湖北 武汉 430079华中师范大学 人工智能教育学部,湖北 武汉 430079
社会科学
GenAI教育信息茧房效应协作学习人机协同
GenAIeducational information cocoons effectcollaborative learninghuman-machine collaboration
《现代教育技术》 2026 (8)
5-14,10
本文为教育部人文社科规划基金项目"生成式AI嵌入学习评价场域中算法偏见的发生机理及干预策略研究"(项目编号:NO.25YJAZH142)的阶段性研究成果.
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