Compact Walks: Taming Knowledge-Graph Embeddings with Domain- and Task-Specific Pathways.
Pei-Yu HouDaniel Robert KornCleber C. Melo-FilhoDavid R. WrightAlexander TropshaRada ChirkovaPublished in: SIGMOD Conference (2022)
Keyphrases
- domain experts
- graph theory
- general knowledge
- knowledge domains
- directed graph
- knowledge sharing
- vector space
- knowledge management
- knowledge based systems
- complex domains
- distance measure
- domain specific
- knowledge representation
- domain knowledge
- prior knowledge
- expert systems
- conceptual retrieval
- feature space
- learned knowledge
- binary codes
- weighted graph
- domain independent
- domain ontology
- case based reasoning