Dependency-directed Tree Kernel-based Protein-Protein Interaction Extraction from Biomedical Literature.
Longhua QianGuodong ZhouPublished in: IJCNLP (2011)
Keyphrases
- protein protein interactions
- biomedical literature
- automatic extraction
- computational methods
- protein interaction
- high throughput
- biological processes
- network topology
- biological data
- text mining
- high precision
- gene ontology
- protein complexes
- information extraction
- functional modules
- structural properties
- network analysis
- computational approaches
- protein interaction networks
- saccharomyces cerevisiae
- systems biology
- biological networks
- data model
- information retrieval
- ppi networks
- machine learning
- complex networks
- random walk
- low cost
- data analysis
- social networks