Concepedia

Global and local neural cognitive modeling for student performance prediction

Yu Su, Shuanghong Shen, Linbo Zhu, Le Wu, Zhenya Huang, Zeyu Cheng, Qi Liu, Shijin Wang

Expert Systems with Applications · 2023 · 14 citations · 42 references

Concepts

EducationEducational PsychologyEducational TechnologyCognitive NeuroscienceCognitive PsychologyComputational NeuroscienceCognitive ModelingCognitive Task AnalysisLearner Behavior AnalysisLearner ModelingNeural NetworksStudent ModelingLearner Performance PredictionLearning Progress PredictionPerformance PredictionPredictive Student AnalyticsStudent Success Prediction

References

42

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Multilayer feedforward networks are universal approximators

Kurt Hornik, Maxwell B. Stinchcombe, Halbert White · Neural Networks · 1989 · 21.2K citations

Computing, Computer Science, Mathematics +10

Advances in Neural Information Processing Systems 28

Peter Flach, Meelis Kull · 2015 · 14.7K citations

Life Sciences, Computer Science, Neuroscience +12

Advances in Neural Information Processing Systems 29

Onur Teymur, Kostas Zygalakis, Ben Calderhead · 2016 · 13.5K citations

Life Sciences, Computer Science, Neuroscience +12

A Learning Algorithm for Continually Running Fully Recurrent Neural Networks

Ronald J. Williams, David Zipser · Neural Computation · 1989 · 4.5K citations

Computing, Computer Science, Algorithms +7