Machine learning for name type classification in library metadata.
Mark Edward PhillipsJiangping ChenPublished in: ASIST (2017)
Keyphrases
- machine learning
- metadata
- pattern recognition
- machine learning methods
- decision trees
- supervised machine learning
- support vector machine
- feature selection
- text classification
- support vector machine svm
- class labels
- classification algorithm
- digital libraries
- feature vectors
- machine learning algorithms
- machine learning approaches
- pattern classification
- classification method
- classification scheme
- supervised classification
- model selection
- databases
- supervised learning
- classification accuracy
- active learning
- reinforcement learning
- feature extraction
- artificial intelligence
- decision rules
- feature space
- data analysis
- kernel methods
- database
- learning objects
- search tools
- multimedia
- information resources
- information extraction
- training samples
- natural language processing
- knowledge acquisition