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农业类院校智慧校园数据分析与教学应用研究

Research on Data Analysis and Teaching Application of Smart Campus in Agricultural Colleges
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摘要 在信息技术与教育教学深度融合的背景下,数据分析已成为推动农业类院校教育创新的重要动力。本文系统梳理了农业类院校智慧校园数据资源、数据采集与存储、数据分析技术及教学应用的现状,并深入探讨了数据分析在教学管理决策支持、学生个性化发展指导、农业特色实践教学优化以及教师专业发展与科教融合中的具体应用与实施效果。在此基础上,通过对典型成功案例的剖析,识别农业类院校智慧校园建设面临的挑战,旨在推动农业教育现代化,提升人才培养质量,助力于乡村振兴战略的实施。 In the context of the deep integration of information technology and education,data analysis has become an important driving force for promoting educational innovation in agricultural colleges.This paper systematically sorts out the current status of data resources,data collection and storage,data analysis technology and teaching applications in smart campuses of agricultural colleges,and deeply discusses the specific application and implementation effect of data analysis in teaching management decision support,personalized development guidance for students,optimization of agricultural characteristic practical teaching,and professional development of teachers and integration of science and education.On this basis,through the analysis of typical successful cases,the challenges faced by the construction of smart campuses in agricultural colleges are identified,aiming to promote the modernization of agricultural education,improve the quality of talent training,and help the implementation of the rural revitalization strategy.
作者 李欣 高玉珍 LI Xin;GAO Yuzhen(Shandong Agriculture and Engineering University,Jinan Shandong 250100)
出处 《山东农业工程学院学报》 2025年第6期23-30,共8页 The Journal of Shandong Agriculture and Engineering University
基金 2023年度智慧校园专项课题“信息化迭代中地方高校智慧校园数据治理及价值挖掘研究”(C23LX05)。
关键词 数据分析 智慧校园 农业教学 data analysis smart campus agricultural teaching
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