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April 1, 2026Applied SciencesOpen Access

Ontology-Based Validation of Enterprise Architecture Principles

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DMDevid Montecchiari

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Overview

Ontology-based validation automates compliance checking of architectural models, suggesting significant improvements in governance efficiency.

Key Points

  • The central aim is to develop an automated method for validating enterprise architecture models against established principles.
  • Developed ontology-based representations of ArchiMate models linked to an enterprise knowledge graph.
  • Structured natural-language principles using SBVR Structured English to enhance clarity and traceability.
  • Incorporated inferred relations in the knowledge graph through derivation rules.
  • Implemented validation through SHACL constraints and SPARQL queries for generating explainable violation reports.
  • The approach allows repeatable execution of principle checks on evolving models.
  • Enhances traceability of violations for better architectural review and decision-making.
  • Reduces manual effort by automating significant portions of the compliance checking process.

Cite This Study

Devid Montecchiari (2026) studied this question.

synapsesocial.com/papers/69ccb62016edfba7beb87d96https://doi.org/10.3390/app16073352
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