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Topic modeling on Amazon MTurk

Miller, Riley
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Yue, Chuan
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Date
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2020
Date Submitted
Keywords
analysis
 HIT
 topic modeling
 crowdsourcing
 Amazon
 MTurk
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2020 - Mines Theses & Dissertations
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Miller_mines_0052N_11961.pdf
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https://hdl.handle.net/11124/174131
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Abstract
Crowdsourcing is an advancing job market and has been the recent focus of many researchers to help improve crowdsourcing platforms for both crowd workers and requesters.To better understand the content of HITs on Amazon MTurk and to advance further research, extensive topic modeling was performed on a dataset that included HIT titles, descriptions, and previously unexplored in crowdsourcing research: HIT previews.
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