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Other literature type . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Presentation . 2026
License: CC BY
Data sources: Datacite
ZENODO
Presentation . 2026
License: CC BY
Data sources: Datacite
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Free the concepts!

Authors: Tailhurat, Romain;

Free the concepts!

Abstract

Variables and concepts are at the center of the DDI Lifecycle model. Variables are key to describe the data in its different states. Concepts help understanding the meaning of the data and its links to information in the outside world; concepts are also pivotal for implementing FAIR principles, specifically the knowledge representation and vocabulary principles for interoperability.Nevertheless, the practical implementation in Lifecycle of the variable / concept duo is hampered by a strict zero to one relation: a variable may have a reference to at most one concept! In our experience, we found this a very hard limit that we are trying to lift.This presentation will: describe a case study: when documenting variables from the data collection of a health cohort, we find that most of these variable labels refer to several concepts that need to be represented; list possible solutions with the standard as it is - by leveraging existing elements or attributes like IncludesConceptReference - or using other standards (like SKOS or I-ADOPT) and also consider evolutions of the standard, including of course relaxing the 0 to 1 constraint. Finally, we will discuss how to continue this conversation with DDI users and maintainers.

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green