Social sensing building reliable systems on unreliable data
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...
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| Main Authors: | , , |
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| Format: | Book |
| Language: | English |
| Published: |
Waltham, MA
Morgan Kaufmann
[date of publication not identified]
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| Subjects: | |
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| 003 | MY-KLNDU | ||
| 005 | 20241220021825.0 | ||
| 008 | 221104 2015xxua bi 001 0 eng d | ||
| 020 | |a 9780128008676 | ||
| 039 | 9 | |a 202211041137 |b VLOAD |c 201604261243 |d faezah |c 201604210844 |d adaviah |c 201604210841 |d adaviah |y 201512092013 |z zubir | |
| 040 | |a UPNM |b eng |c UPNM |e rda | ||
| 090 | |a QA 76.585 |b .D83 2015 | ||
| 100 | 0 | |a Dong, Wang |e author | |
| 245 | 1 | 0 | |a Social sensing |b building reliable systems on unreliable data |c Dong Wang, Tarek Abdelzaher, Lance Kaplan |
| 264 | 1 | |a Waltham, MA |b Morgan Kaufmann |c [date of publication not identified] | |
| 264 | 4 | |c © 2015 | |
| 300 | |a xviii, 213 pages |b illustrations |c 25 cm | ||
| 336 | |a text |2 rdacontent | ||
| 337 | |a unmediated |2 rdamedia | ||
| 338 | |a volume |2 rdacarrier | ||
| 504 | |a Includes biblographies and index | ||
| 505 | 0 | |a A new information age -- Social Sensing Trends and Applications -- Mathematical foundations of social sensing: An introductory tutorial -- Fact-finding in information networks -- Social Sensing: A maximum likelihood estimation approach -- Confidence bounds in social sensing -- Resolving conflicting observations and non-binary claims -- Understanding the social network | |
| 520 | |a 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 | ||
| 592 | |a IN/11542 |b 11/03/2016 |c RM 411.14 |d INNOWAWASAN | ||
| 650 | 0 | |a Social media | |
| 650 | 0 | |a Data mining | |
| 650 | 0 | |a Big data | |
| 700 | 1 | |a Abdelzaher, Tarek |e author | |
| 700 | 1 | |a Kaplan, Lance |e author | |
| 999 | |a vtls000056123 |c 96855 |d 96855 | ||