Achieving parametric uniformity for knowledge bases in a relational probabilistic conditional logic with maximum entropy semantics.
Christoph BeierleAnnika KrämerPublished in: Ann. Math. Artif. Intell. (2015)
Keyphrases
- maximum entropy
- conditional logic
- probabilistic logic
- knowledge base
- maximum entropy principle
- default reasoning
- belief revision
- principle of maximum entropy
- higher order logic
- nonmonotonic reasoning
- defeasible reasoning
- maximum entropy model
- logic programming
- probabilistic knowledge
- conditional random fields
- relational databases
- sound and complete axiomatization
- default reasoning from conditional knowledge bases
- modal logic
- iterative scaling
- generative model
- description logics
- probabilistic model
- transformation based learning
- knowledge representation and reasoning
- logic programs
- expert systems
- probabilistic reasoning
- graphical models
- knowledge representation
- data model
- machine learning