Where Should an Enterprise Knowledge Graph Start?

I recently became aware of a stance on how to begin a knowledge graph endeavor that is somewhat contradictory to what I prescribe in Semantic Webs of Meaning. This is an important point to clarify. Here is the bullet-point summary: Different Stance: Do not infer what the ontology ought to be merely from the structures … Continue reading Where Should an Enterprise Knowledge Graph Start? →

Web of Functions (Transformations)

This article is a supplement to my new book, Semantic Webs of Meaning: Building Contextual Knowledge Graphs for Deduction and Integration published by Technics Publications (on Amazon) . This is an extension to the topic, Machine Learning Models as Data Products, on page 173. In that topic, iris.py is an example of a Python program … Continue reading Web of Functions (Transformations) →

KPI-First Probing of the Tuple Correlation Web

Note: From the “deleted scenes” of my book, Enterprise Intelligence, Technics Publications, 2024. This addresses a layered approach to building a Tuple Correlation Web (TCW), which can be massive in its full, enterprise-scoped manifestation. The TCW is primarily an Enterprise Intelligence structure, but it also belongs within the larger idea of my new book, Semantic Webs of … Continue reading KPI-First Probing of the Tuple Correlation Web →

Machine Learning Models in Knowledge Graphs

Inductive Reasoning Meets Deductive Reasoning This article accompanies my new book, Semantic Webs of Meaning: Building Contextual Knowledge Graphs for Deduction and Integration published by Technics Publications. This is an extension to the topic, Machine Learning Models as Data Products, on page 173. In that topic, iris.py is an example of a Python program that … Continue reading Machine Learning Models in Knowledge Graphs →

When “Sedans Have Four Doors” Means Five Different Things in RDF

This post is related to my book, Semantic Webs of Meaning. Available on Technics Publications and Amazon. Use the code TP25 for a 25% discount if purchasing on the Technics Publications website. In your journey to building knowledge graphs, this is where knowledge graph people can start to sound like the "Comic book Guy" on the Simpsons … Continue reading When “Sedans Have Four Doors” Means Five Different Things in RDF →

Trailer for My New Book: Semantic Webs of Meaning

Update August 25, 2026: The supplemental GitHub repo for the Semantic Webs of Meaning is live. The supplemental repo has these main purposes: Post material that is too down into the weeds for the book (ex. install instructions, full appendices, code samples, and tutorials) but is mentioned there. Enable me to expand upon and/or clarify … Continue reading Trailer for My New Book: Semantic Webs of Meaning →