面向网络在线教学平台的学生学习行为分析

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中图分类号:G645 文献标志码:A 文章编号:2096-000X(2025)27-0091-04
Abstract:Withtherapiddevelopmentofcomputers,theInternet,anddigitalmedia,onlineleaminghasbecomeanemerging methodofeducation.Inthecomplexnetworkconstructedbyonlinedatainformation,studentlearningdatacanreflectstudents learningbehaviorsandafect the learningoutcomes.Thispaperanalyzesthecourse learningdataofstudentsontheonline learningplatform,establishesastudentlearningmodel,exploreswhichlearningcharacteristicsarerelatedtothefinallearning resultsduringtheonlinelearningprocess,andfiallyusesaclasifiertopredictwhetherstudentscanpass throughlearnng.The predictivemodelnotonlyprovidesanestimateofthelearningefectivenessforstudentsbutalsoprovidesascientificbasisfor personalized learning recommendations and course design on online education platforms.
Keywords:online learning;learning model; teaching platform; visual analysis;massive open online course
随着计算机和互联网的快速发展,传统教育融合了新兴的网络在线学习方式。(剩余5363字)