Search results for “qualitative research”

The people behind the label: working conditions in India's data annotation industry

Prof. Daniel Okonkwo, Aisha Khan, Dr. Hannah Weiss

Journal of AI Ethics & Society·2025·Computer Science·52 citations

Machine learning depends on annotation labour that its literature rarely describes. Drawing on 68 interviews with annotators and eleven with managers across nine firms in Bengaluru, Kochi and Bhubaneswar, we document a labour process organi…

https://doi.org/10.53456/jaies.2025.7.4.401

Algorithmic Governance in the Global South

Dr. Priya Venkataraman, Prof. Daniel Okonkwo

Lighthouse Studies in Technology & Society·2026·Computer Science

Most writing on algorithmic governance describes systems built in San Francisco and deployed on Californians. This volume describes systems built elsewhere, or built there and deployed here, and what happened next. Fourteen contributors acr…

https://doi.org/10.53456/book.2026.algorithmic-

Journal of AI Ethics & Society

Dr. Priya Venkataraman, IIIT Hyderabad

Quarterly · ISSN 2456-8171·2019·Computer Science

The social, legal and normative dimensions of machine learning systems — fairness, accountability, governance and the labour that trains them.

The Multilingual Classroom

Prof. Suresh Nair, Dr. Ishita Barua

Lighthouse Education·2025·Education & Language

Written for teachers who have thirty children and eleven home languages between them, and for the people who train those teachers. Every chapter pairs research evidence with classroom procedure, and every procedure has been used in an India…

https://doi.org/10.53456/book.2025.multilingual

Lighthouse Journal of Education & Pedagogy

Prof. Suresh Nair, Tata Institute of Social Sciences

Biannual · ISSN 2456-8198·2017·Education & Language

Classroom research, curriculum and assessment, teacher education and the politics of schooling, with a focus on multilingual and under-resourced settings.