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Machine-Actionability and Evolvability in Data Stewardship Planning: Framework, Implementation, and Case Study Cover

Machine-Actionability and Evolvability in Data Stewardship Planning: Framework, Implementation, and Case Study

By: Vojtěch Knaisl and  Robert Pergl  
Open Access
|Sep 2025

Figures & Tables

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Figure 1

Separation of Concerns: Schematic representation of one module with two classes and multiple versions.

dsj-24-1961-g2.png
Figure 2

Data Version Transparency: Representation of N domain ontological models DOMi using class C1,1.

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Figure 3

Transformation Workflow: From Domain Ontological Model to Final Document.

Transformation T1 of Classes.

ONTOLOGYKNOWLEDGE MODELDESCRIPTION
ClassList of items questionDirect mapping
Class identifierQuestion titleExtracted from URI and formatted
CommentQuestion descriptionDirectly copied
Object propertyChild questionConverted to sub-questions
Datatype propertyChild questionConverted to value questions
Table 2

Transformation T1 of Object Properties.

ONTOLOGYKNOWLEDGE MODELDESCRIPTION
Object propertyChild of list questionDefines parent-child relationships
Table 3

Transformation T1 of Datatype Properties.

ONTOLOGYKNOWLEDGE MODELDESCRIPTION
Datatype propertyValue questionDirect conversion
Class identifierQuestion titleExtracted from URI
CommentQuestion descriptionDirectly copied
Table 4

Question Type Changes: Reply Handling.

ORIGINAL TYPETARGET TYPEACTION
Value QuestionIntegration QuestionPreserve original value
Value QuestionOther typesRemove reply
Options QuestionOther typesRemove reply
Multi-Choice QuestionOther typesRemove reply
List of Items QuestionOther typesRemove reply
Integration QuestionValue QuestionPreserve original value
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Figure 4

Comparison of Current Approaches and Our Approach.

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Figure 5

Model Evolution Overview.

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Figure 6

Implementation of Horizon Europe and Science Europe Templates.

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Figure 7

Implementation of Clinical Trial Customization.

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Figure 8

Implementation of the Second Version of the DMP Common Standard Ontology.

Language: English
Submitted on: Apr 24, 2025
Accepted on: Aug 21, 2025
Published on: Sep 11, 2025
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2025 Vojtěch Knaisl, Robert Pergl, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.