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portada The Practice of Crowdsourcing
Type
Physical Book
Author
Publisher
Language
English
Pages
129
Format
Paperback
Dimensions
23.5x19.1x0.8 cm
Weight
0.27 kg.
ISBN13
9783031011900
Edition No.
1
Categories

The Practice of Crowdsourcing

Omar Alonso (Author) · Springer · Paperback

The Practice of Crowdsourcing - Alonso, Omar

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Synopsis "The Practice of Crowdsourcing"

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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