Semantic Link Prediction through Probabilistic Description Logics.
Kate RevoredoJosé Eduardo Ochoa LunaFábio Gagliardi CozmanPublished in: URSW (2011)
Keyphrases
- description logics
- link prediction
- semantic web
- social network analysis
- social networks
- random walk
- knowledge base
- formal ontologies
- reasoning tasks
- owl ontologies
- graph mining
- knowledge representation
- dl lite
- complex networks
- network structure
- computational properties
- semantic matchmaking
- probabilistic model
- ontology languages
- computing least common subsumers
- reasoning problems
- fuzzy description logics
- bayesian networks
- terminological knowledge
- natural language
- semantic information
- concept descriptions
- collaborative filtering
- relational databases
- owl dl
- training data
- description logic programs
- data sets
- uncertain data
- probabilistic databases
- supervised learning
- expert systems
- machine learning