Erik Wallin
Joakim Eriksson
Karl Hammar
Per Karlberg
Peter Hartlev
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.
RealEstateCore Consortium
RealEstateCore Analytics Module
2020-06-23
analytics
https://w3id.org/rec/analytics/3.3/
3.3
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.
analysis configuration
Links some generated analysis results (predictions, aggregates, series, etc). to the process by which they were created.
generated by
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
series members
true
1
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.
Analysis configuration
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.
Analysis process
1
1
A series of somehow related observations.
Data series
1