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The Rise of the Knowledge Graph
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The Rise of the Knowledge Graph
by
The Rise of the Knowledge Graph
The Rise of the Knowledge Graph
Executive Summary
Introduction
Emergence of the Knowledge Graph
Semantic Systems
Data Representation
Bringing It Together: The Need for the Knowledge Graph
Data and Graphs: A Quick Introduction
Why Graphs Are Cool
Graph Data Use Cases
Advantages of Graph Standardization
Technology Independence
Publishing and Subscribing to Graph Data
Standardizing Graphs: The Resource Description Framework
Future-Proofing Your Data
Querying Graphs: SPARQL
The Knowledge Layer
What Is a Vocabulary?
Managing Vocabularies in an Enterprise
What Is an Ontology?
Ontology Versus Data Model
Ontology and Representation
Why Knowledge Is Cool
Knowledge Use Cases
Standardizing Knowledge Representation
Standardizing Vocabulary: SKOS
Standardizing Concepts: RDFS
Representing Data and Knowledge in Graphs: The Knowledge Graph
Classes and Instances
Digging Deeper into the Knowledge Graph
Why Knowledge Graphs Are Cool
Knowledge Graph Use Cases
The Network Effect of the Knowledge Graph
Beyond Knowledge Graphs: An Integrated Data Enterprise
Data Architecture Failure Modes
Knowledge Graph Technology for a Data Fabric
Getting Started on Building Your Data Fabric
Motivation for a Data Fabric
Timing of the Data Fabric
References
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