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Social Sensing: Building Reliable Systems on Unreliable Data Pdf

Download Social Sensing: Building Reliable Systems on Unreliable Data Pdf

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Book Description:

Increasingly, human beings are sensors partaking instantly with the mobile Net. Individuals can now share precise-time experiences at an unprecedented scale. Social Sensing: Building Reliable Systems on Unreliable Data appears to be at present advances inside the rising topic of social sensing, emphasizing the essential factor disadvantage confronted by software designers: straightforward strategies to extract reliable information from data collected from largely unknown and doubtless unreliable sources. The book explains how a myriad of societal functions could also be derived from this massive amount of data collected and shared by widespread individuals. The title presents theoretical foundations to assist rising data-pushed cyber-bodily functions and touches on key factors harking back to privateness. The authors present choices based on present evaluation and novel ideas that leverage strategies from cyber-bodily strategies, sensor networks, machine learning, data mining, and information fusion.

Supplies a singular interdisciplinary perspective bridging social networks, large data, cyber-bodily strategies, and reliabilityPresents novel theoretical foundations for assured social sensing and modeling individuals as sensorsIncludes case analysis and software examples based on precise data setsSupplemental supplies consists of sample datasets and reality-discovering software that implements the first algorithms described inside the book




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