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Debiasing Crowdsourced Batches Honglei Zhuang, Aditya Parameswaran, Dan Roth and Jiawei Han Department of Computer Science University of Illinois at Urbana-Champaign {hzhuang3, adityagp, danr, hanj}@illinois.edu
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Document Date: 2015-02-20 07:50:14


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File Size: 1,30 MB

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Company

LinkedIn / Amazon / IMDb / /

Currency

USD / /

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Event

Product Recall / Product Issues / /

Facility

Computer Science University of Illinois / /

IndustryTerm

power-law distribution / web search results / online crowdsourcing platforms / iterative algorithm / active learning algorithm / web search evaluation / Internet users / learning algorithm / /

Organization

VLDB Endowment / University of Illinois / Jiawei Han Department / MVT BAM / PL BAM / Yale university / /

Person

Dan Roth / /

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Position

xj Worker / judge the entire unit / Plackett-Luce model for data items / Hunter / judge data items / probabilistic model for rank aggregation / flexible generative model for preference aggregation / Plackett-Luce model for generating the ranking / individual worker / /

Product

Bayes / Pentax K-x Digital Camera / rises / /

ProgrammingLanguage

XBL / /

Technology

learning algorithm / active learning algorithm / filtering algorithms / data mining / iterative algorithm / machine learning / Mm algorithms / /

URL

http /