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Using crowdsourcing for TREC relevance assessment
Authors:Omar Alonso  Stefano Mizzaro
Institution:1. Microsoft Corp., 1065 La Avenida, Mountain View, CA 94043, USA;2. Dept. of Maths and Computer Science, University of Udine, Via delle Scienze, 206, 33100 Udine, Italy
Abstract:Crowdsourcing has recently gained a lot of attention as a tool for conducting different kinds of relevance evaluations. At a very high level, crowdsourcing describes outsourcing of tasks to a large group of people instead of assigning such tasks to an in-house employee. This crowdsourcing approach makes possible to conduct information retrieval experiments extremely fast, with good results at a low cost.
Keywords:IR evaluation  Test collections  Relevance assessment  Crowdsourcing  TREC  Amazon Mechanical Turk  Experimental design
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