Classification of Programming Tasks According to Required Skills and Knowledge Representation.
Alexander RufMarc BergesPeter HubwieserPublished in: ISSEP (2015)
Keyphrases
- knowledge representation
- text classification
- classification algorithm
- pattern classification
- machine learning
- decision trees
- pattern recognition
- decision rules
- automatic classification
- support vector
- artificial intelligence
- support vector machine svm
- classification scheme
- knowledge base
- image classification
- programming language
- classification method
- classification accuracy
- support vector machine
- classification systems
- classification process
- feature extraction
- data sets
- knowledge structures
- skills needed
- supervised classification
- class labels
- machine learning algorithms
- knowledge acquisition
- supervised learning
- software engineering
- feature space
- preprocessing
- natural language
- training data
- neural network