Intermediate · Data

Knowledge Graphs

Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.

TL;DR. Structured knowledge bases representing real-world entities, their properties, and the relationships between them in a graph format.

Technical Definition

Structured knowledge bases representing real-world entities, their properties, and the relationships between them in a graph format.

How it works

Knowledge graphs organize complex information in a machine-readable format, enabling AI systems to reason and infer new facts. They provide a semantic layer for data, offering context and connections that plain data lacks. Used in search engines, recommendation systems, and question-answering systems.

Related Concepts

• Ontology — A formal specification of the concepts, properties, and relationships in a domain.