| Document Date: 2011-11-11 10:22:50
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City Istanbul / L. Confidence / / Company Amazon / Crowdflower / UIs / ABSTRACT Crowdsourcing / Kendall / / Country Turkey / / Currency USD / cent / / / EntertainmentAwardEvent the 2011 Oscar awards / / Facility Square Sort Microbenchmarks In / / IndustryTerm venture capital / crowd-oriented database systems / word processor / join algorithms / cross product / batch-generation algorithm / hybrid algorithm / cycle-breaking algorithm / cross-product / declarative query processing system / web framework / sort algorithms / relational processing / sort algorithm / / MusicAlbum Male / Female / / Organization VLDB Endowment / MIT / US Federal Reserve / HIT commission / Stanford / / Person Notorious B.I.G / Adam Marcus Eugene Wu David Karger Samuel / / Position Task Manager / average worker / worker / $0.005 / word processor / representative / single worker / programmer / single worker for each HIT / / Product Smart 2x2 / Smart 3x3 / Django / Franklin / Fleiss / / ProgrammingLanguage Django web framework / Python / HTML / Scala / / Technology cycle-breaking algorithm / cellular telephone / sort algorithm / 1.4 Alternative Join Algorithms / hybrid algorithm / batch-generation algorithm / sort algorithms / 1.3 Hybrid Algorithm / HTML / word processor / Baseline Join Algorithm / / URL http /
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Human-powered Sorts and Joins Adam Marcus Eugene Wu David Karger Samuel Madden Robert Miller MIT CSAIL {marcua,sirrice,karger,madden,rcm}@csail.mit.edu ABSTRACT Crowdsourcing markets like Amazon’s Mechanical Turk (MTur