Bias in AI systems: integrating formal and socio-technical approaches

Amar Ahmad, Yvonne Vallès, Youssef Idaghdour

Open source

DOI: 10.3389/fdata.2025.1686452
Published: 2026-01-08
Container: Frontiers in Big Data
Publisher: Frontiers Media SA
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.3389/fdata.2025.1686452,
  title = {Bias in AI systems: integrating formal and socio-technical approaches},
  author = {Amar Ahmad and Yvonne Vallès and Youssef Idaghdour},
  year = {2026},
  journal = {Frontiers in Big Data},
  doi = {10.3389/fdata.2025.1686452},
  url = {https://doi.org/10.3389/fdata.2025.1686452}
}

RIS

TY  - JOUR
TI  - Bias in AI systems: integrating formal and socio-technical approaches
AU  - Amar Ahmad
AU  - Yvonne Vallès
AU  - Youssef Idaghdour
PY  - 2026
JO  - Frontiers in Big Data
DO  - 10.3389/fdata.2025.1686452
UR  - https://doi.org/10.3389/fdata.2025.1686452
ER  -

APA

Ahmad, A., Vallès, Y., & Idaghdour, Y. (2026). Bias in AI systems: integrating formal and socio-technical approaches. Frontiers in Big Data. https://doi.org/10.3389/fdata.2025.1686452

Source records

crossref · retrieved 2026-09-27T07:25:17.697Z