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ZENODO
Dataset . 2023
License: CC BY SA
Data sources: ZENODO
ZENODO
Dataset . 2023
License: CC BY SA
Data sources: Datacite
ZENODO
Dataset . 2023
License: CC BY SA
Data sources: Datacite
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Graph Machine Learning Dataset LPWC

Research datakeyboard_double_arrow_right Dataset 08 Dec 2023Publisher:Zenodo
Authors: Lamprecht, David;

doi: 10.5281/zenodo.10299366 , 10.5281/zenodo.10299365

Graph Machine Learning Dataset LPWC

Abstract

LPWC is a heterogenous graph machine learning dataset based on the RDF knowledge graph Linked Papers With Code (version from 2023-06-24). LPWC contains four node types - papers (376,557 nodes), datasets (8,322 nodes), tasks (4,267 nodes) and methods (2,101), and six edge types. Each node has rich semantic node features for node representation (content-based and topology-based node features are available). More information can be found in README.txt and on https://github.com/davidlamprecht/AutoRDF2GML

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  • BIP!
    Impact byBIP!
    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).
    		 0
    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).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
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