Data Methods OWL Ontology
type: Ontology
comment: This ontology describes the Data Methods found to be used by scientists and researchers while using Restricted Access Data in the context of the FAIR Guiding Principles. These results have emerged from a Systematic Literature Review.
version info: $Date: 2022/03/09 13:05:00 $

Data Collection
type: Class
subclass of: Data Methods OWL Ontology

Data Standardization
type: Class
definition: Method to follow predefined data formats.
subclass of: Data Collection

Semantic Mapping
type: Class
definition: Method to use semantic vocabularies.
subclass of: Data Collection

Data Sharing Planning
type: Class
definition: Method to inform data subjects about data sharing.
subclass of: Data Collection

Consent Planning
type: Class
definition: Method to provide/collect consent forms from data subjects.
subclass of: Data Collection

Metadata Representation
type: Class
subclass of: Data Collection

Usage & License Terms
type: Class
definition: Method to define data's legal requirements.
subclass of: Metadata Representation

Use of Persistent Identifier
type: Class
definition: Method to use a Persistent Identifier.
subclass of: Metadata Representation

Data Type Definition
type: Class
definition: Method to define the type of data.
subclass of: Metadata Representation

Provenance Capturing
type: Class
definition: Method to provide data's historical records.
subclass of: Metadata Representation

Versioning
type: Class
definition: Method to define data's versions, if exist.
subclass of: Metadata Representation

Data Quality Indicator
type: Class
definition: Method to define data's completeness and quality.
subclass of: Metadata Representation

Data Processing
type: Class
subclass of: Data Methods OWL Ontology

Curation & Validation
type: Class
definition: Method to organise/integrate data through controlled processes.
subclass of: Data Processing

Statistical Disclosure
type: Class
definition: Method to restrict the accuracy of released data.
subclass of: Data Processing

Data Linking
type: Class
definition: Method to make data linkable.
subclass of: Data Processing

Data Synthetization
type: Class
definition: Method to generate synthetic data from the original set.
subclass of: Data Processing

Anonymization
type: Class
subclass of: Data Processing

De-Identification
type: Class
definition: Method to delete/mask Personal Identifiable Information.
subclass of: Anonymization

Data Minimization
type: Class
definition: Method to reduce the amount of released data.
subclass of: Anonymization

Pseudonymization
type: Class
definition: Method to generate artificial Personal Identifiable Information.
subclass of: Anonymization

Anonymization by Encryption
type: Class
definition: Method to encode the data through encryption keys.
subclass of: Anonymization

Data Publication
type: Class
subclass of: Data Methods OWL Ontology

Data Governance
type: Class
definition: Method to provide information about the data's chain of custody.
subclass of: Data Publication

System Federation
type: Class
definition: Method to deposit the data into federated systems.
subclass of: Data Publication

Repository Selection
type: Class
definition: Method to choose the data repository based on suitability.
subclass of: Data Publication

Embargo on Release
type: Class
definition: Method to postpone data publishing before a specified date.
subclass of: Data Publication

Publishing Using Blockchain
type: Class
definition: Method to store the data into blockchain databases.
subclass of: Data Publication

Data Usage
type: Class
subclass of: Data Methods OWL Ontology

Access Control
type: Class
definition: Method to implement control systems for data accessing.
subclass of: Data Usage

Algorithm to Data
type: Class
definition: Method to allow data analysis only by sending the code to the data.
subclass of: Data Usage

Secure Environment Selection
type: Class
definition: Method to select data environment based on security levels.
subclass of: Data Usage

Algorithm Predefinition
type: Class
definition: Method to allow data analysis only through predefined algorithms.
subclass of: Data Usage

Post Data Usage
type: Class
subclass of: Data Methods OWL Ontology

Owner Acknowledgment
type: Class
definition: Method to request acknowledgement when secondary data is created.
subclass of: Post Data Usage

Result Archiving
type: Class
definition: Method to request secondary data to be archived.
subclass of: Post Data Usage