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Presentation . 2025
License: CC BY
Data sources: Datacite
ZENODO
Presentation . 2025
License: CC BY
Data sources: Datacite
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Automated Data Integration from Heterogeneous Sources using LinkAhead

Authors: Spreckelsen, Florian; Schlemmer, Alexander; Fitschen, Timm Christian; tom Wörden, Henrik;

Automated Data Integration from Heterogeneous Sources using LinkAhead

Abstract

Many scientific projects rely on a multitude of different software systems for data storage and data exchange. Keeping data findable and accessible can be challenging, especially if data has to be shared between different sites, working groups and institutes. The open source software LinkAhead provides a powerful framework for managing complex data integrated from heterogeneous data sources.LinkAhead is built in a way that data models can be extended and adapted to future requirements by the researchers at any time. Its extendable crawler framework can be adapted to automatically import data and meta data from different repositories and ELN systems, like elabFTW or PANGAEA. LinkAhead also provides a graphical web-interface, as well as an API for automated queries.

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Data Management

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    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).
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    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.
    Average
    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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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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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