大数据驱动下大学体育评价体系创新路径的构建

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【中图分类号】G807 【文献标识码】A 【文章编号】2095-2813（2025）24-0065-05

Construction of Innovation Path for College Physical Education Evaluation System Drivenby Big Data

WANG Kai

PhysicalEducationDepartment，Tianjin Collge，UniversityofScienceand TechnologyBeijing，Tianjin， China

[Abstract] Toaddressthe limitationsofstatic，singular，andsubjective evaluation incurrnt evaluationsystem forcollege physical education （PE）performance，this studyaims touse big data technologytoconstructadynamic，multidimensional evaluationsystem.By integrating smart wearabledevices，teaching platforms，andmanuallycolected digitaldata，an evaluationindexsystemhasbeenestablished whichcoverssixdimensions：learingatitude，health knowledge，physical fitnes，basic/specialized sports skils，and sports participation.Meanwhile，itutilizes the Hadoop platformand machine learning algorithms for data processing and modeling analysis.

（eywords] Big data; College physical education; Evaluation system; Innovation patl

大学体育是高等教育的重要组成部分，对于促进学生身心全面发展具有至关重要的作用。（剩余5535字）