Time-and-Concept Enhanced Deep Multidimensional Item Response Theory for interpretable Knowledge Tracing
Yu Su, Zeyu Cheng, Pengfei Luo, Jinze Wu, Lei Zhang, Qi Liu, Shijin Wang
Topics & Concepts
Computer scienceTracingArtificial intelligenceItem response theoryMachine learningDomain knowledgeDeep learningStrengths and weaknessesDomain (mathematical analysis)MathematicsStatisticsPsychologySocial psychologyOperating systemMathematical analysisPsychometricsIntelligent Tutoring Systems and Adaptive LearningExplainable Artificial Intelligence (XAI)Online Learning and Analytics