Exploiting semantic patterns over biomedical knowledge graphs for predicting treatment and causative relations.
Gokhan BakalPreetham TalariElijah V. KakaniRamakanth KavuluruPublished in: J. Biomed. Informatics (2018)
Keyphrases
- semantic information
- previously unknown
- domain knowledge
- background knowledge
- knowledge base
- data mining techniques
- higher level
- conceptual graphs
- knowledge management
- knowledge acquisition
- linguistic analysis
- semantic knowledge
- semantically rich
- pattern mining
- semantic models
- valuable knowledge
- high level
- relational information
- semantic structure
- lexical semantics
- graph patterns
- related concepts
- linguistic patterns
- semantic network
- graph mining
- semantic annotation
- domain specific
- concept hierarchy
- graph theory
- graph matching
- microarray
- domain experts
- semantic web
- information extraction
- expert systems
- lexico syntactic