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Presentation . 2023
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Presentation . 2023
License: CC BY
Data sources: Datacite
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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Decentralized research data infrastructure. Between natural language models and KOS

Authors: Tykhonov, Vyacheslav;

Decentralized research data infrastructure. Between natural language models and KOS

Abstract

Presentation for the workshop "Knowledge Organisation Systems in the Humanities - Between expert knowledge and machines" which took place at DANS-KNAW, The Hague. Decentralisation of data infrastructure is very important step and not possible without proper knowledge organisation and distributed knowledge graphs created for different disciplines. Metadata created in Dataverse data network could be harvested and stored in triple store, and queryable both by human and machine. Large Language Models could be trained to support specific data exchange standards in order to generate SPARQL queries automatically, based on the ontologies and controlled vocabularies used.

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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!
views
OpenAIRE UsageCountsViews provided by UsageCounts
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