On Integrating Ontologies with Relational Probabilistic Models.
Chia-Li KuoDavid PoolePublished in: AAAI Workshop: Statistical Relational Artificial Intelligence (2013)
Keyphrases
- domain knowledge
- probabilistic model
- domain ontology
- background knowledge
- graphical models
- generative model
- database schema
- conditional random fields
- semantic web
- bayesian inference
- expectation maximization
- relational data
- data model
- bayesian networks
- language model
- hidden variables
- relational databases
- databases
- latent variables
- relational information
- knowledge base
- probabilistic modeling
- relational models
- statistical relational learning
- semantic web technologies
- semantic technologies
- domain specific
- ontology alignment
- information integration
- topic maps
- relational learning
- multi relational
- relational model
- pairwise
- natural language
- fuzzy ontology