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Omar Alonso

The Practice of Crowdsourcing

Buch

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 pip… Mehr

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Produktdetails


  • ISBN: 978-3-031-01190-0
  • EAN: 9783031011900
  • Produktnummer: 39047839
  • Verlag: Springer International Publishing
  • Sprache: Englisch
  • Erscheinungsjahr: 2019
  • Seitenangabe: 152 S.
  • Masse: H23.5 cm x B19.1 cm x D0.8 cm 298 g
  • Abbildungen: Paperback
  • Gewicht: 298

Über den Autor


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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