A scalable assistant librarian: hierarchical subject classification of books.
Steven P. CrainJian HuangHongyuan ZhaPublished in: SIGIR (2008)
Keyphrases
- hierarchical classification
- classification process
- classification accuracy
- pattern classification
- pattern recognition
- object classification
- classification algorithm
- unsupervised learning
- support vector machine svm
- classification scheme
- automatic classification
- text classification
- supervised learning
- decision trees
- support vector machine
- data sets
- feature space
- hierarchical clustering
- feature extraction
- machine learning
- web scale
- genetic algorithm
- classification systems
- supervised classification
- feature selection
- test bed
- support vector
- classification method
- decision rules
- machine learning algorithms
- probabilistic model