https://w3id.org/rec/analytics/This RealEstateCore module provides a vocabulary for describing prognoses and aggregates, and the processes used to generate these. This vocabulary is rather generic; we would like to get feedback on it and in particular solicit recommendations on how to model/document anlysis procedures/workflows.
| IRI | https://w3id.org/rec/analytics/Aggregate |
|---|---|
| Super-classes |
core:Observationc |
| Restrictions |
generatedByop exactly 1 AnalysisProcessc |
| IRI | https://w3id.org/rec/analytics/AnalysisConfiguration |
|---|---|
| Description |
The configuration for a given analysis process. E.g., which model was used for a machine learning classifier, which dataset was that model trained on, which algorithm was used for some prediction or aggregation, etc. The modelling of specific analysis processes and their semantics remains to be done. |
| Super-classes |
core:Informationc |
| In range of |
analysisConfigurationop |
| IRI | https://w3id.org/rec/analytics/AnalysisProcess |
|---|---|
| Description |
Some process that generates analysis results, e.g., predictions, aggregates, series, etc. This could be anything from the execution of a machine learning classifier to a simple mathematical averaging operation. The modelling of specific analysis processes and their semantics remains to be done. |
| In domain of |
analysisConfigurationop |
| In range of |
generatedByop |
| IRI | https://w3id.org/rec/analytics/DataSeries |
|---|---|
| Description |
A series of somehow related observations. |
| Super-classes |
core:Informationc |
| Restrictions |
generatedByop max 1 AnalysisProcessc seriesMembersop min 1 core:Observationc |
| In domain of |
seriesMembersop |
| IRI | https://w3id.org/rec/analytics/Prediction |
|---|---|
| Super-classes |
core:Observationc |
| Restrictions |
generatedByop exactly 1 AnalysisProcessc |
| IRI | https://w3id.org/rec/analytics/analysisConfiguration |
|---|---|
| Description | The configuration for a given analysis process. E.g., which model was used for a machine learning classifier, which dataset was that model trained on, which algorithm was used for some prediction or aggregation, etc. The modelling of specific analysis processes and their semantics remains to be done. |
| Domain(s) | AnalysisProcessc |
| Range(s) | AnalysisConfigurationc |
| IRI | https://w3id.org/rec/analytics/generatedBy |
|---|---|
| Description | Links some generated analysis results (predictions, aggregates, series, etc). to the process by which they were created. |
| Super-properties | owl:topObjectProperty |
| Range(s) | AnalysisProcessc |
| IRI | https://w3id.org/rec/analytics/seriesMembers |
|---|---|
| Description | Members of the data series. Carries the o2o:listProperty annotation, so will in API:s be translated into an RDF ordered list, see https://github.com/RealEstateCore/rec/tree/master/docs/RdfLists.md |
| Domain(s) | DataSeriesc |
| Range(s) | core:Observationc |
https://w3id.org/rec/analytics/http://creativecommons.org/ns#https://w3id.org/rec/core/http://www.ontologydesignpatterns.org/schemas/cpannotationschema.owl#http://purl.org/dc/elements/1.1/http://purl.org/dc/terms/https://karlhammar.com/owl2oas/o2o.owl#http://ontologydesignpatterns.org/opla-sd#http://www.w3.org/2002/07/owl#http://www.w3.org/ns/prov#http://www.w3.org/1999/02/22-rdf-syntax-ns#http://www.w3.org/2000/01/rdf-schema#https://schema.org/http://www.w3.org/2004/02/skos/core#http://purl.org/vocab/vann/http://www.w3.org/XML/1998/namespacehttp://www.w3.org/2001/XMLSchema#| c | Classes |
| op | Object Properties |
| fp | Functional Properties |
| dp | Data Properties |
| dp | Annotation Properties |
| p | Properties |
| ni | Named Individuals |