Taxonomy Design Best Practices
KGC 2026
•
1h 36m
"https://drive.google.com/file/d/1x8vYa4d8CmunWXKRcCX1Exm6SczzRUe9/view?usp=share_link
Ontologies form the semantic framework for knowledge graphs, but to serve the purpose of connecting to content and standardizing metadata, ontologies need to be based on taxonomies and other controlled vocabularies, whose concepts are tagged to content in addition to being linked to data. There has also been a trend of greater integration of taxonomies and ontologies: ontologies are being adopted for wider business use, and taxonomies have been included in the W3C standards with widespread adoption of SKOS (Simple Knowledge Organization System).
While taxonomies are easier to design and create than ontologies, too often they are created without any skill or training, and poorly designed taxonomies yield poor results. This tutorial will cover the basics and best practices in taxonomy design, including: taxonomy and ontology uses, purposes, approaches, standards, and comparisons; sources for taxonomy concepts; wording of concept labels; best practices for hierarchical relationships, and the use of AI in developing taxonomis.
There will be exercises in creating concept labels and relationships, and practice with taxonomy management software."
Up Next in KGC 2026
-
Using LLMs and Vectors for Knowledge ...
"This hands on workshop will provide an introduction to knowledge graph creation from unstructured (e.g. text documents) and structured data (e.g. CSV tables), retrieval augmented generation with knowledge graphs: aka GraphRAG.
- Into to GraphRAG concepts
- Build a knowledge graph from unstructu... -
Mastering maplib - a groundbreaking R...
maplib aims to be the go-to framework for handling and constructing RDF graphs in Python. It offers mapping with Reasonable Ontology Templates (OTTR), data frames, visual graph exploration, RDF store for queries, reasoning, validation, and even more! In other words, full support of semantic techn...
-
How to get Started in Money Laundering?
https://drive.google.com/file/d/1KJ1jts5EE0GAwJVIcI44SX1hF4SRBEG5/view?usp=share_link