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Conference Paper/Proceeding/Abstract 705 views 293 downloads

CCTV as a Smart Sensor Network

Giles Oatley, Tom Crick Orcid Logo, Dee Bolt

Proceedings of 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, Pages: 1878 - 1885

Swansea University Author: Tom Crick Orcid Logo

DOI (Published version): 10.1109/CIT/IUCC/DASC/PICOM.2015.279

Abstract

With the emergence of so-called 'smart CCTV' being able to recognise the precursors for disorder and civil disobedience, we present a preliminary study into using available CCTV networks augmented with big social media datasets. We examine the existing CCTV infrastructure in the UK, and us...

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Published in: Proceedings of 13th IEEE International Conference on Dependable, Autonomic and Secure Computing
ISBN: 978-1-5090-0154-5
Published: Liverpool, UK IEEE 2015
Online Access: https://ieeexplore.ieee.org/document/7363325/
URI: https://cronfa.swan.ac.uk/Record/cronfa43381
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Abstract: With the emergence of so-called 'smart CCTV' being able to recognise the precursors for disorder and civil disobedience, we present a preliminary study into using available CCTV networks augmented with big social media datasets. We examine the existing CCTV infrastructure in the UK, and use an agent-based simulation to model interactions between people based on friendship networks and features derived from their social media usage, proposing a novel algorithm for detection of psychopathy. Finally, we explore the frequency of crimes occurring within CCTV viewsheds using available UK police crime datasets to illustrate the current limitations of the CCTV infrastructure, as well as the potential ramifications of the stealthy emergence of CCTV networks as the fifth utility in smart cities.
Item Description: 13th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC-2015)
Keywords: CCTV, Smart Cities, Sensors, Networks, Crowd Behaviour, Traits, Agent-Based Modelling, Social Networking
College: Faculty of Humanities and Social Sciences
Start Page: 1878
End Page: 1885

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