Ontology Learning with Deep Learning: a Case Study on Patient Safety Using PubMed.
Mercedes Argüello CasteleiroMaria Jesus Fernandez PrietoGeorge DemetriouNava MarotoWarren J. ReadDiego Maseda-FernandezJose Julio Des DizGoran NenadicJohn A. KeaneRobert StevensPublished in: SWAT4LS (2016)
Keyphrases
- deep learning
- ontology learning
- patient safety
- unsupervised learning
- semantic relations
- health care
- background knowledge
- semantic web
- machine learning
- mental models
- natural language processing
- case study
- organizational learning
- knowledge acquisition
- weakly supervised
- probabilistic model
- information retrieval
- decision support system
- topic models
- domain specific
- knowledge management
- co occurrence
- relation extraction
- pairwise
- expert systems
- information systems
- learning algorithm