<div class="csl-bib-body">
<div class="csl-entry">Polleres, A., Pernisch, R., Bonifati, A., Dell’Aglio, D., Dobriy, D., Dumbrava, S., Etcheverry, L., Ferranti, N., Hose, K., Jiménez-Ruiz, E., Lissandrini, M., Scherp, A., Tommasini, R., & Wachs, J. (2023). How does knowledge evolve in open knowledge graphs? <i>Transactions on Graph Data and Knowledge</i>, <i>1</i>(1), 11:1-11:59. https://doi.org/10.4230/TGDK.1.1.11</div>
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dc.identifier.uri
http://hdl.handle.net/20.500.12708/193052
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dc.description.abstract
Openly available, collaboratively edited Knowledge Graphs (KGs) are key platforms for the collective management of evolving knowledge. The present work aims t o provide an analysis of the obstacles related to investigating and processing specifically this central aspect of evolution in KGs. To this end, we discuss (i) the dimensions of evolution in KGs, (ii) the observability of evolution in existing, open, collaboratively constructed Knowledge Graphs over time, and (iii) possible metrics to analyse this evolution. We provide an overview of relevant state-of-the-art research, ranging from metrics developed for Knowledge Graphs specifically to potential methods from related fields such as network science. Additionally, we discuss technical approaches - and their current limitations - related to storing, analysing and processing large and evolving KGs in terms of handling typical KG downstream tasks.
en
dc.language.iso
en
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dc.publisher
Schloss Dagstuhl - Leibniz Zentrum für Informatik
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dc.relation.ispartof
Transactions on Graph Data and Knowledge
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dc.rights.uri
http://creativecommons.org/licenses/by/4.0/
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dc.subject
KG evolution
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dc.subject
temporal KG
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dc.subject
versioned KG
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dc.subject
dynamic KG
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dc.title
How does knowledge evolve in open knowledge graphs?
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dc.type
Article
en
dc.type
Artikel
de
dc.rights.license
Creative Commons Namensnennung 4.0 International
de
dc.rights.license
Creative Commons Attribution 4.0 International
en
dc.contributor.affiliation
Vienna University of Economics and Business, Austria
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dc.contributor.affiliation
Vrije Universiteit Amsterdam, Netherlands (the)
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dc.contributor.affiliation
Lyon 1 University, France
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dc.contributor.affiliation
Aalborg University, Denmark
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dc.contributor.affiliation
Vienna University of Economics and Business, Austria
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dc.contributor.affiliation
Ecole Nationale Supérieure d'Informatique pour l'Industrie et l'Enterprise, France
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dc.contributor.affiliation
Universidad de la República, Uruguay
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dc.contributor.affiliation
Vienna University of Economics and Business, Austria
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dc.contributor.affiliation
University of London, United Kingdom of Great Britain and Northern Ireland (the)
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dc.contributor.affiliation
Aalborg University, Denmark
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dc.contributor.affiliation
Universität Ulm, Germany
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dc.contributor.affiliation
Institut National des Sciences Appliquées de Lyon, France
