Crowdsourcing for Machine Learning in Public Health Surveillance: Lessons Learned From Amazon Mechanical Turk

• Váldodahkkit: Zahra Shakeri Hossein Abad (Dahkki), Gregory P Butler (Dahkki), Wendy Thompson (Dahkki), Joon Lee (Dahkki)
• Materiálatiipa: Girji
• Almmustuhtton: JMIR Publications, 2022-01-01T00:00:00Z.
• Fáttát: article
• Liŋkkat: Connect to this object online.

BackgroundCrowdsourcing services, such as Amazon Mechanical Turk (AMT), allow researchers to use the collective intelligence of a wide range of web users for labor-intensive tasks. As the manual verification of the quality of the collected results is difficult because of the large volume of data and...