PRIMA Ontology - Data Analysis Lifecycle Module

• has output ^op some https://purls.helmholtz-metadaten.de/prima/dataset#AnalyzedData ^c
  
• has input ^op some https://purls.helmholtz-metadaten.de/prima/dataset#ProcessedData ^c
  

Set of actions performed by one or more Research Users, possibly using a Technique and Research Software, on Research Data, typically Reference Data or Raw Data, to prepare it for one or more further processes, e.g., Model Preparation, computational Data Acquisition, and/or Data Analysis. Data Processing usually consists of routine actions. It may include: filtering, denoising, transformation, fusion and/or compression of Research Data, as well as calibration, normalization, statistical data reduction, background subtraction and/or correction of artifacts. The output of Data Processing is Processed Data.

• has output ^op some https://purls.helmholtz-metadaten.de/prima/dataset#ProcessedData ^c
  
• has input ^op some core:ResearchData ^c
  
• has input ^op some https://purls.helmholtz-metadaten.de/prima/dataset#RawData ^c
  
• has participant ^op some core:ResearchUser ^c
  
• has input ^op some https://purls.helmholtz-metadaten.de/prima/dataset#ReferenceData ^c
  
• core:usesResearchSoftware ^op some core:ResearchSoftware ^c
  
• core:hasTechnique ^op some core:Technique ^c
  

Specific type of Research Data, primary output of any kind of Data Analysis performed on Research Data, typically on Processed Data.

Specific type of Research Data, primary output of a Data Acquisition performed on a System, before any subsequent Data Processing.

Specific type of Research Data, primary output of any kind of Data Processing performed on Research Data (typically, but not limited to, Raw Data or Reference Data). Processed Data is usually an intermediate result, to be used as input of one or more further processes, e.g., Model Preparation or Data Analysis.

Any Research Data from prior Studies or from literature, which is used in the course of a Study to, e.g., define a Model, compare Analyzed Data, and/or validate findings and results. Reference Data is typically retrieved from publicly accessible Data Repositories. Depending on the research context, Reference Data usually undergo some kind of Data Processing before being used.

• https://purls.helmholtz-metadaten.de/prima/dataset#AnalyzedData ^c
• https://purls.helmholtz-metadaten.de/prima/dataset#RawData ^c
• https://purls.helmholtz-metadaten.de/prima/dataset#ProcessedData ^c
• https://purls.helmholtz-metadaten.de/prima/dataset#ReferenceData ^c

hasDataProcessing represents the relationship between study to data processing

isUsedByResearchSoftware is the inverse of usesResearchSoftware, representing the relationship from research software to the processes that use it