METHOD FOR INDUCTIVE KNOWLEDGE GRAPH EMBEDDING USING RELATION GRAPHS AND SYSTEM THEREOF

METHOD FOR INDUCTIVE KNOWLEDGE GRAPH EMBEDDING USING RELATION GRAPHS AND SYSTEM THEREOF

Disclosed is an inductive knowledge graph embedding method and system through a relation graph. An inductive knowledge graph embedding method performed by a knowledge graph embedding system may include training a graph neural network-based knowledge graph embedding model using a knowledge graph and...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: CHUNG, Changyoung, LEE, Jaejun, WHANG, Joyce Jiyoung
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:Disclosed is an inductive knowledge graph embedding method and system through a relation graph. An inductive knowledge graph embedding method performed by a knowledge graph embedding system may include training a graph neural network-based knowledge graph embedding model using a knowledge graph and a relation graph generated from the knowledge graph; and performing link prediction for the knowledge graph that includes a new relation and a new entity through the trained graph neural network-based knowledge graph embedding model.