Intelligent web archiving and ranking of fake news using metadata-driven credibility assessment and machine learning.

Abrar MF, Saqib M, Alferaidi A, Almuraziq TS, Uddin R, Khan W, Khan ZH

DOI: 10.1038/s41598-025-31583-0
Published: 2025 Dec 22
Container: Scientific reports
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

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not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
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cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1038/s41598-025-31583-0,
  title = {Intelligent web archiving and ranking of fake news using metadata-driven credibility assessment and machine learning.},
  author = {Abrar MF and Saqib M and Alferaidi A and Almuraziq TS and Uddin R and Khan W and Khan ZH},
  year = {2025},
  journal = {Scientific reports},
  doi = {10.1038/s41598-025-31583-0},
  url = {https://doi.org/10.1038/s41598-025-31583-0}
}

RIS

TY  - JOUR
TI  - Intelligent web archiving and ranking of fake news using metadata-driven credibility assessment and machine learning.
AU  - Abrar MF
AU  - Saqib M
AU  - Alferaidi A
AU  - Almuraziq TS
AU  - Uddin R
AU  - Khan W
AU  - Khan ZH
PY  - 2025
JO  - Scientific reports
DO  - 10.1038/s41598-025-31583-0
UR  - https://doi.org/10.1038/s41598-025-31583-0
ER  -

APA

MF, A., M, S., A, A., TS, A., R, U., W, K., & ZH, K. (2025). Intelligent web archiving and ranking of fake news using metadata-driven credibility assessment and machine learning.. Scientific reports. https://doi.org/10.1038/s41598-025-31583-0

Source records

pubmed · retrieved 2026-09-27T10:50:42.724Z