AI & Data Intelligence Blog

Why Knowledge Graphs Are Central to Industry 4.0 Initiatives

We are in the midst of a major technological inflection point: knowledge graphs have developed into a foundational component of…

Mar 23, 2023 Yves Mulkers 27M views 3 min read

AI and Knowledge Graph; why their combination is important

Any meaningful discussion of Artificial Intelligence (AI) at the enterprise, community of interest or ecosystem levels must include the data…

Dec 20, 2022 Yves Mulkers 30M views 3 min read

Reasoning with Big Knowledge Graphs: Choices, Pitfalls and Proven Recipes

Ontotext has been doing knowledge graphs way before the term became popular. Their main advantages are that they allow us…

Jul 14, 2022 Yves Mulkers 52M views 4 min read

How To Start Solving Data Challenges With Knowledge Graphs

In 1991, Sir Tim Berners-Lee launched the first ever website. Although simple, it represented years of research into how best…

Nov 4, 2021 Yves Mulkers 34M views 3 min read

Property Graphs: Training Wheels on the way to Knowledge Graphs

I’m at a graph conference. The general sense is that property graphs are much easier to get started with than…

Nov 18, 2019 Yves Mulkers 12M views 4 min read

Knowledge Graphs and Natural Language Processing. The Year of the…

Pinterest gets with the knowledge graph program. Facebook releases a new dataset for conversational Reasoning over Knowledge Graphs. Connected Data…

Aug 28, 2019 Yves Mulkers 16M views 3 min read

Proposed strategy for semantics in RDF* and Property Graphs

Graph databases such as Neo4J are gaining in popularity. These are in many ways comparable to RDF databases (triplestores), but…

Jul 18, 2019 Yves Mulkers 113M views 4 min read

Graph Technology Landscape 2019

Few years ago I decided that one day I would create a Graph Technology Landscape map, which would be useful…

Feb 8, 2019 Yves Mulkers 137M views 4 min read

Knowledge graphs beyond the hype: Getting knowledge in and out of graphs and databases

Knowledge graphs are hyped. We can officially say this now, since Gartner included knowledge graphs in the 2018 hype cycle…

Oct 6, 2018 Yves Mulkers 26M views 4 min read

Graph-based intelligence analysis

For decades, the intelligence community has been collecting and analyzing information to produce timely and actionable insights for intelligence consumers.…

Sep 1, 2018 Yves Mulkers 117M views 3 min read