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What are best practices for Knowledge Graph Construction

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Answer

When working with Knowledge Graph Construction, start with a clear goal, test on real data early, keep the approach as simple as possible at first, and follow established practices from the AI community rather than guessing.

Real-world example A company builds a knowledge graph by extracting product names and their categories automatically from thousands of product descriptions.

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

Knowledge Graphs & Semantic AI topics: Introduction to Knowledge Graphs Ontologies & Semantic Web Entity Relationship Modeling