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Social Sensing: Building Reliable Systems on Unreliable Data

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by Dong Wang & Tarek Abdelzaher & Lance Kaplan
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Social Sensing: Building Reliable Systems on Unreliable Data by Dong Wang & Tarek Abdelzaher & Lance Kaplan

Increasingly, human beings are sensors engaging directly with the mobile Internet. Individuals can now share real-time experiences at an unprecedented scale. Social Sensing: Building Reliable Systems on Unreliable Data looks at recent advances in the emerging field of social sensing, emphasizing the key problem faced by application designers: how to extract reliable information from data collected from largely unknown and possibly unreliable sources. The book explains how a myriad of societal applications can be derived from this massive amount of data collected and shared by average individuals. The title offers theoretical foundations to support emerging data-driven cyber-physical applications and touches on key issues such as privacy. The authors present solutions based on recent research and novel ideas that leverage techniques from cyber-physical systems, sensor networks, machine learning, data mining, and information fusion.

  • Offers a unique interdisciplinary perspective bridging social networks, big data, cyber-physical systems, and reliability
  • Presents novel theoretical foundations for assured social sensing and modeling humans as sensors
  • Includes case studies and application examples based on real data sets
  • Supplemental material includes sample datasets and fact-finding software that implements the main algorithms described in the book

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Ebook Details
Pages: 232
Size: 14.2 MB
Publisher: Morgan Kaufmann
Date published:   2015
ISBN: 2370006592327 (DRM-EPUB)
9780128011317 (DRM-PDF)

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This product is listed in the following categories:

Nonfiction > Computers > Networking
Nonfiction > Computers > Database Management > Database Mining
Nonfiction > Technology > Sensors

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Nonfiction > Political Science > International Relations
Nonfiction > History > Asia > China
Nonfiction > Political Science > Government > International > Asian
Nonfiction > Political Science > International Relations > Treaties
Nonfiction > History > Asia
Nonfiction > History > United States > 19th Century
Nonfiction > History > Asia > Southeast Asia
Nonfiction > Computers > Networking
Nonfiction > Computers > Database Management > Database Mining
Nonfiction > Technology > Sensors

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03/24/2017
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