Keeping Your Company’s Data Model IP
Robotic process automation (RPA) when it first gained attention five or so years ago disappointed me. Here was yet another stopgap measure, a digital form… Read More »Keeping Your Company’s Data Model IP
Home » Technical Topics » Knowledge Engineering
Knowledge Engineering
Knowledge graphs are network graphs that link related concepts and properties together to create a form of inferencing engine, with knowledge engineering being the programming aspect of graph usage. Explore how knowledge graphs are created and queried, how they are used as part of a broader form of enterprise metadata management, and how they tie into ML and the IoT.
The Foundation of Data Fabrics and AI: Semantic Knowledge Graphs
Data management agility has become of key importance to organizations as the amount and complexity of data continues to increase, along with the desire to… Read More »The Foundation of Data Fabrics and AI: Semantic Knowledge Graphs
The long game: Desiloed systems and feedback loops by design (I of II)
Data management (DM) discussions can be frustrating because both those feeling the pain and the consultants who try to help them are–90+ percent of the… Read More »The long game: Desiloed systems and feedback loops by design (I of II)
The Graph of Thrones: the Now Graph and Eternal Graph in RDF-Star Modeling
Warning: This is going to get heavy into Turtle code, but I think there’s enough here for it to be worth reading if you are… Read More »The Graph of Thrones: the Now Graph and Eternal Graph in RDF-Star Modeling
Seven data-centric architecture innovations that businesses can’t afford to overlook
My mentors and compadres at Semantic Arts hold a Data-Centric Architecture Forum (DCAF) every year in Fort Collins, Colorado. It’s a chance for technically inclined… Read More »Seven data-centric architecture innovations that businesses can’t afford to overlook
What Personal Knowledge Graphs Have to Do with Business
I help lead a working group focused on personal knowledge graphs (PKGs). Lately, it’s functioned as a discussion and demo evaluation group for new technologies and… Read More »What Personal Knowledge Graphs Have to Do with Business
A Glossary of Knowledge Graph Terms
As with many fields, knowledge graphs boast a wide array of specialized terms. This guide provides a handy reference to these concepts. Resource Description Framework… Read More »A Glossary of Knowledge Graph Terms
Data Discovery for ML Engineers
Real-world production ML systems consist of two main components: data and code. Data is clearly the leader, and rapidly taking center stage. Data defines the… Read More »Data Discovery for ML Engineers
DSC Weekly Newsletter 22 March 2022: The Shape of Data
It is easy, when dealing with data, to think of it as something tangible. More precisely, data as water (or as oil) has become such… Read More »DSC Weekly Newsletter 22 March 2022: The Shape of Data
Avoid RegTech myopia with a data-centric approach
The US Securities and Exchange Commission (SEC), which regulates public company securities, recently proposed its own climate impact reporting requirement. Many US public companies already… Read More »Avoid RegTech myopia with a data-centric approach