Incremental Reasoning

Reasoning performed in response to updates by minimising the amount of recomputations needed.

‍

Related Fundamentals

What is semantic inference?

What is a Knowledge Graph?

Why use a graph database?

What is negation as failure?

Back to Glossary

From the blog

The two branches of AI, machine learning and semantic reasoning, are often discussed as opposing forces but in reality, their strengths can be combined to create a solution greater than the sum of its parts.
Machine Learning and Semantic Reasoning, the Perfect Union—Using Object Detection with RDFox
With RDFox v5.6 comes a flurry of improvements: enhancing the Web Console to increase your efficiency when handling data; introducing a powerful, versatile way to interact with the RDFox Shell remotely; and an all-new tool to visualise semantic reasoning — the latest essential for data comprehension. Each, in its own way, will change the way you use RDFox from this day on.
What’s New in RDFox v5.6: Highlighting Semantic Reasoning
This open-source extension is designed to help RDFox users work with their data, queries and rules more efficiently. The extension adds colour to keywords, operators, IRIs and literals in a number of RDF formats (Turtle, TriG, N-Triples and N-Quads), as well as Datalog rules, SPARQL scripts, and RDFox shell scripts.
The RDFox Syntax Highlighting VS Code Extension

High performance knowledge graph and semantic reasoning engine.

Free TrialDocumentationRequest Demo