Resolving the Human-Subjects Status of ML's Crowdworkers.

التفاصيل البيبلوغرافية
العنوان: Resolving the Human-Subjects Status of ML's Crowdworkers.
المؤلفون: Kaushik, Divyansh, Lipton, Zachary C., London, Alex John
المصدر: Communications of the ACM; May2024, Vol. 67 Issue 5, p52-59, 8p
مصطلحات موضوعية: MACHINE learning, CROWDSOURCING, RESEARCH, CITIZEN science, HUMAN experimentation, HUMAN research subjects, PARTICIPANT-researcher relationships
مستخلص: The article focuses on the ethical framework that should govern the interaction of machine learning (ML) researchers and crowdworkers. The authors discuss the current regulations for the treatment of humans in scientific research as detailed in the U.S. Code of Federal Regulations (CFR) and explore how CFR and ML research intersect.
قاعدة البيانات: Complementary Index
الوصف
تدمد:00010782
DOI:10.1145/3641858