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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
The Practice of Crowdsourcing

The Practice of Crowdsourcing

Alonso, Omar

Paperback

Series: Synthesis Lectures on Information Concepts, Retrieval, and S

General ComputersSystem Administration

ISBN10: 3031011902
ISBN13: 9783031011900
Publisher: Springer Nature
Published: May 28 2019
Pages: 129
Weight: 0.60
Height: 0.33 Width: 7.50 Depth: 9.25
Language: English
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.

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