AI赋能的电路基础课程分层教学路径构建研究

中图分类号：G712

文献标识码：A DOI：10.16400/j.cnki.kjdk.2025.29.003

Research onthe Construction ofHierarchical Teaching Path for Basic Circuit Course Empowered by AI

ZHAO Qikai， SUNPan

（DepartmentofIntelligentEquipment，ChangzhouCollegeofInformation Technology，Changzhou，Jiangsu ）

AbstractThearticlefocuses onexploring theconstructionofalayered teaching path forAIenabledcircuit foundation courses.Firstlyasedoultidimensionalaingdataanalysis，amiclamerprofilesonstructedanustering algorithmsareusedtoachieveaccuatestratificationofsudents.Secondlybasedonthecircuitknowledgegraph，design athree-levelteaching content systemof"Basic-Advanced-Extended，and userecommendationalgorithms toachieve intelligentmatching between teachingresourcesandleamerlevels.Finalyanadaptivelearming pathdynamicadjustment mechanism is developed to monitor students'learning behavior data inreal-time，optimize teaching paths using reinforcementlearningalgorithms，andsupportstudents'flexibledevelopmentacrosslevels.Thisstudyprovidesascalable practical paradigm for the intelligent teaching reform of circuit foundation courses.

KeywordsAI empowerment; basic circuit course;hierarchical teaching

电路基础课程的内容日益复杂，学生知识储备与学习能力的差异逐渐凸显，传统“一刀切"的教学模式难以满足学生个性化的学习需求，导致部分学生跟不上进度或学有余力却得不到拓展。（剩余4653字）