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Paper · arXiv

TIO-SHACL: Comprehensive SHACL validation for TMF Intent Ontologies

Intent-based networking promises to revolutionize telecommunications network management by enabling operators to specify high-level goals rather than low-level configurations. The TM Forum Intent Ontology (tio) provides a standardized vocabulary for expressing network intents, yet lacks formal validation mechanisms to ensure intent correctness before its admission. We present tio-shacl, the first comprehensive SHACL (Shapes Constraint Language) validation framework for the TMF Intent Ontology. Our contribution includes 56 node shapes and 69 property shapes across all 15 tio v3.6.0 ontology modules, a reusable constraint library with 25 parameterized SPARQL-based constraint components, and...

AuthorsJean Martins, Leonid Mokrushin, Marin Orlic
Primary categorycs.AI
Published30 April 2026
Last updated at source30 April 2026
cs.AIcs.CL
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