Towards Deep Supervised Features Learning: Item-to-Knowledge Mapping in Educational Data Using Convolutional Neural Networks.
Khadidja HarboucheChabane KhentoutImene ZenboutNassima SmaaniKawthar SinacerPublished in: PAIS (2023)
Keyphrases
- prior knowledge
- data sets
- background knowledge
- learning algorithm
- knowledge discovery
- data mining techniques
- data analysis
- raw data
- learning models
- knowledge acquisition
- convolutional neural networks
- supervised learning
- active learning
- effective learning
- prior domain knowledge
- knowledge management
- training data
- formal education
- human experts
- feature values
- feature set
- training examples
- unsupervised learning
- learning process
- reinforcement learning
- knowledge base
- e learning
- machine learning