Tagged articles

competency questions

2 articles · Page 1 of 1
Data Bricklaying Diary
Data Bricklaying Diary
Aug 23, 2026 · Fundamentals

From Business Research to Ontology Modeling: 7-Step Framework for Verifiable Business Models

This article details a seven-step methodology to transform business research findings into verifiable business models ready for ontology engineering, using an order fulfillment risk case study to illustrate object identification, rule definition, evidence mapping, and validation through competency questions and boundary samples.

Data Governancebusiness modelingbusiness rules
0 likes · 28 min read
From Business Research to Ontology Modeling: 7-Step Framework for Verifiable Business Models
Data Bricklaying Diary
Data Bricklaying Diary
Aug 21, 2026 · Fundamentals

Why Ontology Projects Must Define Competency Questions First: Verifiable Acceptance from Day One

This article explains why ontology projects should define competency questions before modeling, detailing how these verifiable business questions constrain scope, expose data gaps, guide modeling trade-offs, and enable repeatable acceptance testing through traceability to data, rules, evidence, and test cases.

Knowledge Representationcompetency questionsmodel acceptance
0 likes · 22 min read
Why Ontology Projects Must Define Competency Questions First: Verifiable Acceptance from Day One