Combining machine learning, crowdsourcing and expert knowledge to detect chemical-induced diseases in text.
Àlex BravoTong Shu LiAndrew I. SuBenjamin M. GoodLaura I. FurlongPublished in: Database J. Biol. Databases Curation (2016)
Keyphrases
- expert knowledge
- machine learning
- knowledge engineering
- knowledge elicitation
- expert systems
- domain knowledge
- supervised machine learning
- text mining
- fuzzy logic
- bayesian networks
- domain experts
- text processing
- prior knowledge
- computational linguistics
- knowledge base
- text retrieval
- knowledge acquisition
- decision trees
- detection algorithm
- data mining
- learning algorithm
- artificial intelligence
- support vector machine
- information retrieval
- natural language processing
- machine learning methods
- detection method
- information extraction
- textual entailment
- complex background
- reinforcement learning
- keywords
- pattern recognition
- computer science
- data analysis
- supervised learning
- web documents
- statistical methods
- learning tasks
- search engine
- text classification
- domain specific
- genetic algorithm
- learned knowledge
- image retrieval
- human computation
- database