This ontology captures several types of explanation that occur in the literature on explainable machine learning, Bayesian networks and rule-based expert systems. Each explanation consists of an explanandum (that which has to be explained) and an explanans (the part that performs the explaining the explanandum). The explanandum is usually just a fact, or more generally an event. The explanans can take multiple forms: set of facts combined with a rule, a set of important features, a prototype, etc, or a combination of those. (from ontology)

Prefix

tno.kbe

Keywords

ontology

Links

Homepage OWL

Pattern for Local Unique Identifiers

Missing LUI pattern

Example Local Unique Identifier

isConceptualizedBy   Resolve

Example CURIE

tno.kbe:isConceptualizedBy

Pattern for RDF URIs

https://www.tno.nl/ontology/knowledgeBaseExplanation#$1

Example RDF URI

https://www.tno.nl/ontology/knowledgeBaseExplanation#isConceptualizedBy

Contact

Missing Contact

Identifier Space Owner

Netherlands Organisation for Applied Scientific Research

Contributors

submitter Charles Tapley Hoyt   0000-0003-4423-4370   cthoyt

A provider turns a local unique identifiers from a resource into a URI. Many providers are also resolvable as URLs (i.e., they can be used in a web browser).

The local unique identifier isConceptualizedBy is used to demonstrate the providers available for Explanation Ontology. Some providers may use a different example, which is displayed in the table below. A guide for curating additional providers can be found here.