A Neural Natural Language Processing System for Educational Resource Knowledge Domain Classification.
Johannes SchrumpfFelix WeberTobias ThelenPublished in: DELFI (2021)
Keyphrases
- natural language processing
- knowledge resources
- machine learning
- domain experts
- knowledge representation
- domain knowledge
- neural network
- pattern recognition
- prior knowledge
- general knowledge
- information extraction
- expert systems
- network architecture
- feature vectors
- text classification
- knowledge base
- decision trees
- complex domains
- wordnet
- machine learning algorithms
- classification algorithm
- classification accuracy
- domain ontology
- named entity recognition
- domain specific
- computational linguistics
- support vector machine svm
- knowledge discovery
- training set
- natural language
- feature extraction
- knowledge based systems
- image classification
- text mining
- classification method
- support vector machine
- machine translation
- feature space
- linguistic knowledge
- support vector
- instructional technology
- skill development