Automatic Occupation Coding with Combination of Machine Learning and Hand-Crafted Rules.
Kazuko TakahashiHiroya TakamuraManabu OkumuraPublished in: PAKDD (2005)
Keyphrases
- hand crafted
- deep learning
- machine learning
- knowledge engineering
- domain independent
- linguistic features
- supervised learning
- background knowledge
- wordnet
- semantic role labeling
- automatically generated
- natural language processing
- data mining
- active learning
- machine learning methods
- domain specific
- knowledge acquisition
- information extraction
- domain knowledge
- text classification
- text mining
- learning algorithm
- reinforcement learning
- knowledge management
- feature selection
- co occurrence
- domain experts
- general purpose
- text documents
- semi supervised
- expert systems
- feature extraction