Link Prediction in Knowledge Graphs with Probabilistic Logic Programming: Work in Progress.
Damiano AzzoliniElisabetta GentiliFabrizio RiguzziPublished in: ICLP Workshops (2023)
Keyphrases
- logic programming
- probabilistic knowledge
- link prediction
- knowledge representation
- logic programs
- knowledge base
- bipartite graph
- graph mining
- nonmonotonic reasoning
- probabilistic reasoning
- social networks
- deductive databases
- programming language
- complex networks
- answer set programming
- logic programming language
- stable models
- random walk
- social network analysis
- constraint logic programming
- graph kernels
- multi relational
- background knowledge
- probabilistic logic
- default logic
- prior knowledge
- inductive logic programming
- computational logic
- general purpose
- answer sets
- graph theory
- network structure
- high level
- supervised learning
- description logics
- artificial intelligence