Article Level Classification of Publications in Sociology: An Experimental Assessment of Supervised Machine Learning Approaches.
Joshua EykensRaf GunsTim C. E. EngelsPublished in: ISSI (2019)
Keyphrases
- machine learning approaches
- machine learning methods
- machine learning
- machine learning algorithms
- machine learning models
- supervised classification
- supervised learning
- digital libraries
- feature selection
- unsupervised learning
- databases
- semi supervised
- social sciences
- data mining methods
- pattern classification
- higher level
- support vector machine
- classification accuracy
- preprocessing
- support vector
- decision trees
- learning algorithm
- text classification
- training set
- pattern recognition
- feature extraction
- automatic classification
- real world