A Joint Framework for Inductive Representation Learning and Explainable Reasoning in Knowledge Graphs.
Rajarshi BhowmikGerard de MeloPublished in: CoRR (2020)
Keyphrases
- knowledge representation
- reasoning mechanisms
- knowledge acquisition
- knowledge base
- learning process
- prior knowledge
- learning systems
- representation language
- learning scheme
- inductive learning
- multiple representations
- learned knowledge
- inductive inference
- learning algorithm
- solving problems
- graph representation
- representing knowledge
- perceptual information
- reinforcement learning
- knowledge based systems
- learning mechanism
- online learning
- design principles
- inference process
- intelligent behavior
- human experts
- deductive reasoning
- dynamic bayesian networks
- representation scheme
- domain knowledge
- expert systems
- reasoning mechanism
- probabilistic model
- reasoning engine
- active learning
- past experience
- constructivist learning environments
- knowledge engineers
- subject matter
- reasoning process
- qualitative models
- machine learning
- learning styles
- knowledge transfer