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Educational Dataset for Misinformation Signal Detection (CSV)

Authors: Ranero García, Jose;

Educational Dataset for Misinformation Signal Detection (CSV)

Abstract

This dataset contains 50 simulated examples of news headlines and short texts annotated with potential misinformation signals, risk scores, and classifications. It is intended to support educational and research purposes in media literacy and misinformation detection. This dataset complements the educational HTML prototype published here: DOI 10.5281/zenodo.18909909

Keywords

misinformation,fake news,media literacy,educational dataset,misinformation signals,rule based analysis

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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