Abstract | ||
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•Automatic detection of misinformation about COVID-19 vaccines on Twitter.•Introduces a new COVID-19 vaccine misinformation Twitter dataset called CoVaxLies.•Misinformation detection as graph link prediction outperforms classification.•Misinformation detection benefits from knowledge graph embedding models.•Knowledge graph embedding performed with domain-specific language model. |
Year | DOI | Venue |
---|---|---|
2021 | 10.1016/j.jbi.2021.103955 | Journal of Biomedical Informatics |
Keywords | DocType | Volume |
Natural Language Processing,Machine learning,COVID-19,vaccine misinformation,Social Media,knowledge graph embedding | Journal | 124 |
ISSN | Citations | PageRank |
1532-0464 | 0 | 0.34 |
References | Authors | |
0 | 2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Maxwell A Weinzierl | 1 | 0 | 1.01 |
Sanda Harabagiu | 2 | 2203 | 221.65 |