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Data · dataset · 2026

Opening Pandora’s box: Paper mills in conference proceedings

Listed in ZivaHub and Deakin Research Online and DMU Figshare — shown once because both records carry DOI 10.6084/m9.figshare.34041734.v1

<p>Paper mills are a growing threat to the integrity of science, yet their penetration in conference proceedings remains underexplored despite conferences being more important than journals in some scientific subfields.

Description

This study aims to identify papers in conference proceedings whose titles have been offered for sale on social media platforms.</p> <p>We collected publication offers for more than 4,000 unique paper titles or topics from more than 200 social media channels and used semi-automated methods along with human assessment to match offers with papers published in IEEE conference proceedings.</p> <p>We identified 2,062 papers in 366 IEEE conference proceedings, accounting for up to 23.5% of an individual conference.

These problematic papers are coauthored by more than 7,500 researchers from over 2,000 institutions or companies in 56 countries. The identified papers demonstrate collaboration anomalies, high diversity of affiliations per paper, citation manipulation, a predominance of six-author papers, and content irregularities.</p> <p>Our findings show that paper mills are a large, organized, and often public market that commercializes scientific misconduct.</p>

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Where it is published

Catalogue records · 1

Topics

Provenance · 3 source records, 26 field assertions
SourceKeyLast seenRaw
ZivaHuboai:figshare.com:article/3404173413 d agoJSON v1
Deakin Research Onlineoai:figshare.com:article/3404173413 d agoJSON v1
DMU Figshareoai:figshare.com:article/3404173413 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[disease].local:disease:cancermapping · zivahub uct ac zavocabulary-mapper@1.0.0keywords['Cancer']
concepts[disease].local:disease:cancermapping · figshare dmu ac ukvocabulary-mapper@1.0.0keywords['Cancer']
concepts[disease].local:disease:cancermapping · dro deakin edu auvocabulary-mapper@1.0.0keywords['Cancer']
concepts[field].anzsrc:field:440710mapping · zivahub uct ac zavocabulary-mapper@1.0.0keywords['Science Policy']
concepts[field].anzsrc:field:440710mapping · figshare dmu ac ukvocabulary-mapper@1.0.0keywords['Science Policy']
concepts[field].anzsrc:field:440710mapping · dro deakin edu auvocabulary-mapper@1.0.0keywords['Science Policy']
concepts[field].anzsrc:group:3105mapping · figshare dmu ac ukvocabulary-mapper@1.0.0keywords['Genetics']
concepts[field].anzsrc:group:3105mapping · dro deakin edu auvocabulary-mapper@1.0.0keywords['Genetics']
concepts[field].anzsrc:group:3105mapping · zivahub uct ac zavocabulary-mapper@1.0.0keywords['Genetics']
concepts[field].anzsrc:group:3204mapping · zivahub uct ac zavocabulary-mapper@1.0.0keywords['Immunology']
concepts[field].anzsrc:group:3204mapping · figshare dmu ac ukvocabulary-mapper@1.0.0keywords['Immunology']
concepts[field].anzsrc:group:3204mapping · dro deakin edu auvocabulary-mapper@1.0.0keywords['Immunology']
concepts[field].local:field:earth-environmentalmapping · figshare dmu ac ukconnector:figshare_dmu_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:earth-environmentalmapping · dro deakin edu auconnector:dro_deakin_edu_au@1.0.0
concepts[field].local:field:life-sciencesmapping · dro deakin edu auconnector:dro_deakin_edu_au@1.0.0
concepts[field].local:field:life-sciencesmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare dmu ac ukconnector:figshare_dmu_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · dro deakin edu auconnector:dro_deakin_edu_au@1.0.0
concepts[field].local:field:medicine-healthmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare dmu ac ukconnector:figshare_dmu_ac_uk@1.0.0
descriptionsource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0/metadata/dc/description
licensesource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0/metadata/dc/rights
publication_datesource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
titlesource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0/metadata/dc/title