MLN4KB: an efficient Markov logic network engine for large-scale knowledge bases and structured logic rules.
Huang FangYang LiuYunfeng CaiMingming SunPublished in: WWW (2023)
Keyphrases
- markov logic networks
- logic rules
- knowledge base
- structure learning
- first order logic
- probabilistic reasoning
- probabilistic graphical models
- knowledge representation
- scene interpretation
- graphical models
- markov networks
- expert systems
- logic programming
- bayesian networks
- probabilistic inference
- machine learning
- hidden markov models
- conditional independence
- belief networks
- prior knowledge