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The Practice of Crowdsourcing by Omar Alonso at Abbey's Bookshop,
The Practice of Crowdsourcing
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Omar Alonso

The Practice of Crowdsourcing

Omar Alonso

$138.95   $111.26

Paperback

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English
Springer International Publishing AG
28 May 2019
Network hardware
Series: Synthesis Lectures on Information Concepts, Retrieval, and Services
Many data-intensive applications that use machine learning or artificial intelligence techniques depend on humans providing the initial dataset, enabling algorithms to process the rest or for other humans to evaluate the performance of such algorithms. Not only can labeled data for training and evaluation be collected faster, cheaper, and easier than ever before, but we now see the emergence of hybrid human-machine software that combines computations performed by humans and machines in conjunction. There are, however, real-world practical issues with the adoption of human computation and crowdsourcing. Building systems and data processing pipelines that require crowd computing remains difficult. In this book, we present practical considerations for designing and implementing tasks that require the use of humans and machines in combination with the goal of producing high-quality labels.
By:  
Imprint:   Springer International Publishing AG
Country of Publication:   Switzerland
Dimensions:   Height: 235mm,  Width: 191mm, 
Weight:   300g
ISBN:   9783031011900
ISBN 10:   3031011902
Series:   Synthesis Lectures on Information Concepts, Retrieval, and Services
Pages:   129
Publication Date:  
Audience:   Professional and scholarly ,  Undergraduate
Format:   Paperback
Publisher's Status:   Active

Omar Alonso is a Principal Data Scientist Lead at Microsoft in Silicon Valley where he works on the intersection of social media, information retrieval, knowledge graphs, and human computation. He holds a Ph.D. from the University of California at Davis and an undergraduate degree from UNICEN, Argentina.

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