What is Learned in Knowledge Graph Embeddings?
Michael R. DouglasMichael SimkinOmri Ben-EliezerTianqi WuPeter ChinTrung V. DangAndrew WoodPublished in: CoRR (2021)
Keyphrases
- knowledge base
- knowledge acquisition
- graph model
- euclidean space
- random walk
- prior knowledge
- domain knowledge
- knowledge management
- data sets
- structured data
- knowledge sources
- knowledge sharing
- expert systems
- low dimensional
- distance measure
- dimensionality reduction
- vector space
- pairwise
- directed graph
- bayesian networks
- graph theory
- graph mining
- knowledge extraction
- feature extraction
- graph databases
- graph representation
- hilbert space
- learned knowledge