Multi-attribute Classification of Text Documents as a Tool for Ranking and Categorization of Educational Innovation Projects.
Alexey AnBakytkan DauletbakovEugene LevnerPublished in: CICLing (2) (2014)
Keyphrases
- text documents
- multi attribute
- text categorization
- text classification
- document classification
- automatic text categorization
- document categorization
- text mining
- feature selection
- pattern recognition
- information extraction
- bag of words
- topic models
- document clustering
- multiple criteria
- text classifiers
- machine learning
- multiple attributes
- named entities
- keywords
- utility theory
- multi attribute decision making
- wordnet
- image classification
- feature vectors
- attribute values
- utility function
- feature space
- support vector
- data sets
- similarity search
- supervised learning
- support vector machine
- knowledge discovery
- training set
- data analysis
- feature extraction