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- W2579968393 abstract "We conduct an experimental analysis of a dataset comprising over 27 million microtasks performed by over 70,000 workers issued to a large crowdsourcing marketplace between 2012--2016. Using this data---never before analyzed in an academic context---we shed light on three crucial aspects of crowdsourcing: (1) Task design---helping requesters understand what constitutes an effective task, and how to go about designing one; (2) Marketplace dynamics --- helping marketplace administrators and designers understand the interaction between tasks and workers, and the corresponding marketplace load; and (3) Worker behavior --- understanding worker attention spans, lifetimes, and general behavior, for the improvement of the crowdsourcing ecosystem as a whole." @default.
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- W2579968393 date "2017-03-01" @default.
- W2579968393 modified "2023-10-14" @default.
- W2579968393 title "Understanding workers, developing effective tasks, and enhancing marketplace dynamics" @default.
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- W2579968393 doi "https://doi.org/10.14778/3067421.3067431" @default.
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