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Knowledge Graphs & Semantic AI › Knowledge Graph Embeddings

What is Knowledge Graph Embeddings

Beginner

Answer

Knowledge graph embeddings are numeric representations of entities and relationships in a knowledge graph, allowing AI models to work with graph data mathematically.
Real-world example Knowledge graph embeddings can help predict a likely missing connection, such as suggesting that a person probably works at a certain company based on other known facts.

Common follow-ups: What is Knowledge Graphs & Semantic AI, How is Knowledge Graph Embeddings evaluated in practice, What tools are commonly used for Knowledge Graph Embeddings