A Machine Learning Based Topic Exploration and Categorization on Surveys.
Clint P. GeorgeDaisy Zhe WangJoseph N. WilsonLiana M. EpsteinPhilip GarlandAnnabell SuhPublished in: ICMLA (2) (2012)
Keyphrases
- machine learning
- machine learning algorithms
- automatic text categorization
- text categorization
- pattern recognition
- machine learning methods
- data collection
- text classification
- inductive learning
- learning algorithm
- learning tasks
- knowledge representation
- knowledge acquisition
- inductive logic programming
- data analysis
- explanation based learning
- image categorization
- decision trees
- artificial intelligence
- learning problems
- feature selection
- computational intelligence
- natural language processing
- data mining
- generative model
- active exploration
- interactive exploration
- survey data
- case study
- machine learning and data mining
- natural language
- latent dirichlet allocation
- computer science
- active learning
- knowledge discovery
- support vector machine
- statistical methods
- topic models
- learning systems