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Using Machine Learning–Based Approaches for the Detection and Classification of Human Papillomavirus Vaccine Misinformation: Infodemiology Study of Reddit Discussions

Journal of Medical Internet Research(2021)10.2196/26478Source: DataRank Database

Using Machine Learning–Based Approaches for the Detection and Classification of Human Papillomavirus Vaccine Misinformation: Infodemiology Study of Reddit Discussions is a research paper published in Journal of Medical Internet Research (2021). On theSindex it has a DataRank of 0. It has been cited 35 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access35 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (3 grants)Impact (FWCI 5.87)OA: goldTopics (31)IDs (PubMed, OpenAlex)SDGs (1)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (9)

Sharice M. Preston ORCID,Hanxiao Sun ORCID,Ross Shegog ORCID,Rachel Cunningham ORCID,Julie A. Boom ORCID

Live enrichment

PubMed:34383667 OpenAlex:https://openalex.org/W3192422294

NLM NIH HHS

Grant: R01 LM010681

NLM NIH HHS

Grant: R01 LM011829

NCI NIH HHS

Grant: T32 CA057712

FWCI

5.87

Citation Percentile

1.0%

Citation Trend

2022

2023

2024

2025

2026

goldLicense: cc-by

journalhttps://www.jmir.org/2021/8/e26478/PDF

publisherhttps://www.jmir.org/2021/8/e26478/PDF

publisherhttps://www.jmir.org/2021/8/e26478

journalhttps://doi.org/10.2196/26478

repositoryhttps://pubmed.ncbi.nlm.nih.gov/34383667

Fields of Study

Misinformation and Its ImpactsVaccine Coverage and HesitancyData-Driven Disease SurveillanceCommunicationHumansMachine LearningPapillomavirus VaccinesPublic HealthSocial Media

MeSH Terms

Machine LearningCommunicationHumansPublic HealthPapillomavirus VaccinesSocial Media

Keywords

MisinformationSocial mediaComputer scienceArtificial intelligenceIdentification (biology)Support vector machineMachine learningConvolutional neural networkRandom forestWorld Wide WebComputer securityHPV vaccineRedditdeep learninginfodemiologyinfoveillance

Sustainable Development Goals

SDG 0: Good health and well-being