Predicting Student Failure in an Introductory Programming Course with Multiple Back-Propagation.
José FigueiredoNoel LopesFrancisco José García-PeñalvoPublished in: TEEM (2019)
Keyphrases
- programming course
- back propagation
- neural network
- artificial neural networks
- feed forward
- student learning
- automatic assessment
- feed forward neural networks
- bp neural network
- training algorithm
- novice programmers
- computer programming
- bp algorithm
- multilayer perceptron
- learning algorithm
- introductory programming
- activation function
- hidden layer
- source code
- introductory computer
- teaching materials
- fuzzy logic
- weight update
- learning objects
- peer assessment
- expert systems
- knowledge base
- student responses