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data-intelligence-for-health-lab / CrowdSourcing-for-Digital-Public-Health-Surveillance

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To explore and evaluate the application of crowdsourcing, in general, and AMT, in specific, for developing digital public health surveillance systems, we collected 296,166 crowd-generated labels for 98,722 tweets, labelled by 610 AMT workers, to develop machine learning (ML) models for detecting behaviours related to physical activity, sedentary…

machine-learning crowdsourcing amazon-mechanical-turk public-health-intelligence
  • Updated Feb 14, 2022
  • Jupyter Notebook

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