Direct use of information extraction from scientific text for modeling and simulation in the life sciences.
Martin Hofmann-ApitiusErfan YounesiVinod KasamPublished in: Libr. Hi Tech (2009)
Keyphrases
- life sciences
- information extraction
- scientific data
- free text
- text mining
- textual data
- information retrieval
- data integration
- text processing
- biological data
- natural language processing
- web documents
- text summarization
- text documents
- open domain
- poses challenges
- unstructured text
- natural language text
- named entity recognition
- machine learning
- question answering
- database
- data management
- information extraction systems
- data analysis
- natural language
- linguistic patterns
- databases
- relation extraction
- scientific literature
- structured data
- statistical model
- statistical analysis
- decision support
- data sources
- query processing
- learning algorithm
- data sets