The Practice of Crowdsourcing
Series: Synthesis Lectures on Information Concepts, Retrieval, and Services;
- Publisher's listprice EUR 97.00
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40 230 Ft (38 315 Ft + 5% VAT)
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- Discounted price 37 012 Ft (35 250 Ft + 5% VAT)
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40 230 Ft
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Product details:
- Publisher Morgan & Claypool Publishers
- Date of Publication 30 May 2019
- Number of Volumes Hardback
- ISBN 9781681735252
- Binding Hardback
- No. of pages149 pages
- Size 235x191 mm
- Weight 1 g
- Language English 0
Categories
Short description:
Building systems and data processing pipelines that require crowd computing remains difficult. In this book, the authors 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.
MoreLong description:
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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The Practice of Crowdsourcing
40 230 HUF
37 012 HUF
