Linked.Archi

Linked.Archi ML-Enabled Systems Metamodel Definition

Metamodel Manifest

https://meta.linked.archi/ml-systems/metamodel#

v0.1.0 draft mlsysmm: Kalin Maldzhanski Linked.Archi Modified: 2026-05-03 License

Metamodel manifest for the ML-Enabled Systems extension. Ties together the ML element/relationship ontology, SKOS taxonomy, and SHACL shapes into a single discoverable resource. This is the entry point for tools that need to discover all resources that make up the ML-Enabled Systems modeling vocabulary.

Constituent Resources

Model Concepts (OWL Ontology)

onto

https://meta.linked.archi/ml-systems/onto#
Formal Rules (SHACL Shapes)

shapes

https://meta.linked.archi/ml-systems/shapes#
Concept Classification (SKOS)

ML-Enabled Systems Concept Scheme

https://meta.linked.archi/ml-systems/tax#

Stakeholders

DataEngineer

DataScientist

EthicsOfficer

MLEngineer

Concerns

AdversarialRobustnessConcern

DataQualityConcern

ExplainabilityConcern

FairnessConcern

MLArtifactVersioningConcern

MLMonitorabilityConcern

MLPrivacyConcern

MLSECollaborationConcern

ModelDriftConcern

ModelPerformanceConcern

Source: linked-archi-meta • Linked.Archi