Cross-Domain Classification of Domain Entities into Top-Level Ontology Concepts Using BERT: A Study Case on the BFO Domain Ontologies.
Alcides LopesJoel Luís CarboneraNicolau SantosFabrício Henrique RodriguesLuan Fonseca GarciaMara AbelPublished in: ICEIS (2) (2024)
Keyphrases
- domain ontology
- cross domain
- domain knowledge
- domain specific
- semantic relationships
- semi automatic
- domain experts
- data sources
- concept maps
- semantic information
- relevant concepts
- owl ontologies
- semantic annotation
- cross domain learning
- owl dl
- text mining
- concept hierarchy
- text categorization
- machine learning
- domain specific information
- multiple domains
- knowledge resources
- domain adaptation
- knowledge repositories
- transfer learning
- expert systems
- co occurrence
- knowledge transfer
- lexical resources
- feature selection
- training samples