Efficient inference and learning in a large knowledge base - Reasoning with extracted information using a locally groundable first-order probabilistic logic.
William Yang WangKathryn MazaitisNi LaoWilliam W. CohenPublished in: Mach. Learn. (2015)
Keyphrases
- probabilistic logic
- efficient inference and learning
- knowledge base
- probabilistic reasoning
- maximum entropy
- probabilistic knowledge
- default reasoning
- abductive reasoning
- first order logic
- knowledge representation
- probability theory
- logic programming
- belief revision
- description logics
- expert systems
- rationality postulates
- logic programs
- probabilistic inference
- training data