All of the tasks that were used to train and test the microtask detection had a duration generated by the crowdworkers. So, not all tasks will be applicable or completed in the same time manner as the crowdworkers reported.  


Actionable Task Preclassification

Data from crowdworkers and usage logs of a popular task management application was used to find ground truth labels and create features for the microtask detection model.

University of Michigan - Ann Arbor

- Microtask detection, including household chores
- Required actions
- Making arrangements
- Performing work tasks
- Relaxation

Which Microtasks the Application Detects 

White, Ryen W., et al. “Microtask Detection.” ACM Transactions on Information Systems, vol. 39, no. 2, 2021, pp. 1–29., https://doi.org/10.1145/3432290. 

Microtask Detection Reference 

The study elaborates that by allowing for automatic detection and organization of microtasks by an information system, many different tasks are organized and carried out more efficiently throughout the day. 

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