Why There’s A Need for Knowledge Graphs

This post is an excerpt from the O’Reilly ebook The Rise of the Knowledge Graph published March 2021.

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5 Common Barriers to Launching a Knowledge Graph Project

At Cambridge Semantics, Inc. my team and I work with a diverse array of customers across such verticals as Life Sciences, Healthcare, Financial Services, Government and Manufacturing. Even though...

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Accelerating Data Science Discovery with Knowledge Graphs

This blog was originally posted on Medium. Perhaps the only certainty in today’s difficult business climate in which organizations struggle to accomplish more with fewer resources is that...

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Managed Vocabularies, Ontologies, and an Enterprise Scale Knowledge Graph: A Primer

This blog provides a primer on the concepts of managed vocabularies and ontologies and how they relate to and can be implemented in a knowledge graph. This is an excerpt from the ebook The Rise of...

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Knowledge Graph: Who Cares? And What Can One Do With It?

In a previous post that described knowledge graphs and their benefits, we discussed how knowledge graphs help organizations make more of their enterprise data easy to find, understand, and use so...

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Machine Understandable Context and Why It Matters

This post continues the larger discussion of knowledge graphs, their roles, uses and significance. We discuss context, it’s importance, and how to establish it using formal ontology to create...

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Knowledge Graphs: Origins, Inhibitors and Breakthroughs

This post discusses some history of knowledge graph technology, what went wrong, and key advances that have allowed knowledge graphs to reenter the enterprise “data arena.” We also highlight some...

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AI, ML and Advanced Analytics Strategies: Look Before You Leap

If data is a strategic asset, why is so much emphasis placed on analytics?

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The Rise of the Knowledge Graph

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Knowledge Graphs: A Love Affair

This article describes the concept of the knowledge graph, how knowledge graphs support data interoperability and some of their benefits. The reader will gain an understanding of what a knowledge...

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