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ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
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Parallel SKG Annotations and Gold-Standard for 70 AI Papers

Research datakeyboard_double_arrow_right Dataset 25 Jul 2025 English Publisher:Zenodo
Authors: Ciuciu-Kiss, Jenifer Tabita;

doi: 10.5281/zenodo.16422143 , 10.5281/zenodo.16422144

Parallel SKG Annotations and Gold-Standard for 70 AI Papers

Abstract

This dataset accompanies the study "Are Scientific Annotations Consistently Represented across Science Knowledge Graphs?". It contains parallel category annotations from four major Scientific Knowledge Graphs (SKGs)—OpenAlex, OpenAIRE, ORKG, and Papers with Code—for 70 AI-related publications.Two versions are provided: initial_dataset.json: raw annotations retrieved directly from SKG APIs or dumps with minimal processing. gold_standard.json: manually curated gold-standard containing only annotations judged to be semantically accurate.The datasets support evaluation of SKG annotation quality and consistency.

Related Organizations
Keywords

OpenAIRE, Papers with Code, Annotation Consistency, AI Papers, Gold Standard, Scientific Knowledge Graphs, Research Metadata, OpenAlex, ORKG

  • BIP!
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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.
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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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    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