Social Sensing: Building Reliable Systems on Unreliable Data by Dong Wang,Tarek Abdelzaher,Lance Kaplan
By Dong Wang,Tarek Abdelzaher,Lance Kaplan
Increasingly, humans are sensors attractive without delay with the cellular net. members can now proportion real-time stories at an exceptional scale. Social Sensing: development trustworthy structures on Unreliable information looks at fresh advances within the rising box of social sensing, emphasizing the foremost challenge confronted by means of software designers: how one can extract trustworthy details from info gathered from principally unknown and probably unreliable assets. The ebook explains how a myriad of societal purposes will be derived from this large quantity of information accrued and shared through typical members. The identify bargains theoretical foundations to help rising data-driven cyber-physical purposes and touches on key concerns resembling privateness. The authors current recommendations in keeping with fresh examine and novel rules that leverage strategies from cyber-physical structures, sensor networks, computing device studying, information mining, and knowledge fusion.
- Offers a distinct interdisciplinary point of view bridging social networks, large facts, cyber-physical structures, and reliability
- Presents novel theoretical foundations for guaranteed social sensing and modeling people as sensors
- Includes case stories and alertness examples in accordance with genuine facts sets
- Supplemental fabric comprises pattern datasets and fact-finding software program that implements the most algorithms defined within the book
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