Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning.
Zhepei WeiYue WangJinnan LiZhining LiuErxin YuYuan TianXin WangYi ChangPublished in: AACL/IJCNLP (1) (2022)
Keyphrases
- machine learning
- knowledge representation
- domain experts
- expert knowledge
- knowledge acquisition
- logical rules
- production rules
- knowledge engineers
- knowledge base
- knowledge engineering
- procedural knowledge
- human experts
- reasoning mechanisms
- uncertain information
- rule based reasoning
- knowledge from domain experts
- conflicting information
- background knowledge
- reasoning process
- learning systems
- meta rules
- expert systems
- general knowledge
- knowledge management
- domain knowledge
- inference engine
- directed graph
- multiple representations
- symbolic knowledge
- temporal knowledge
- association rules
- conceptual representation
- graphical representation
- qualitative models
- graph theory
- rule sets
- knowledge based systems
- higher level
- prior knowledge
- decision trees
- case based reasoning
- deductive reasoning
- data mining techniques
- logic programming
- acquired knowledge
- random walk
- artificial intelligence
- knowledge sources
- data mining
- directed acyclic graph
- past experience