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Conference Paper/Proceeding/Abstract 286 views 97 downloads

CCTV as a Smart Sensor Network / Giles Oatley, Tom Crick, Dee Bolt

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

Swansea University Author: Tom Crick

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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spelling 2018-10-17T12:52:38.4262002 v2 43381 2018-08-14 CCTV as a Smart Sensor Network 200c66ef0fc55391f736f6e926fb4b99 0000-0001-5196-9389 Tom Crick Tom Crick true false 2018-08-14 EDUC 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. Conference Paper/Proceeding/Abstract Proceedings of 13th IEEE International Conference on Dependable, Autonomic and Secure Computing 1878 1885 IEEE Liverpool, UK 978-1-5090-0154-5 CCTV, Smart Cities, Sensors, Networks, Crowd Behaviour, Traits, Agent-Based Modelling, Social Networking 26 10 2015 2015-10-26 10.1109/CIT/IUCC/DASC/PICOM.2015.279 https://ieeexplore.ieee.org/document/7363325/ 13th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC-2015) COLLEGE NANME Education COLLEGE CODE EDUC Swansea University 2018-10-17T12:52:38.4262002 2018-08-14T15:44:56.1938410 College of Science Computer Science Giles Oatley 1 Tom Crick 0000-0001-5196-9389 2 Dee Bolt 3 0043381-30082018121417.pdf dasc2015.pdf 2018-08-30T12:14:17.9900000 Output 3085565 application/pdf Accepted Manuscript true 2018-08-30T00:00:00.0000000 false eng
title CCTV as a Smart Sensor Network
spellingShingle CCTV as a Smart Sensor Network
Tom, Crick
title_short CCTV as a Smart Sensor Network
title_full CCTV as a Smart Sensor Network
title_fullStr CCTV as a Smart Sensor Network
title_full_unstemmed CCTV as a Smart Sensor Network
title_sort CCTV as a Smart Sensor Network
author_id_str_mv 200c66ef0fc55391f736f6e926fb4b99
author_id_fullname_str_mv 200c66ef0fc55391f736f6e926fb4b99_***_Tom, Crick
author Tom, Crick
author2 Giles Oatley
Tom Crick
Dee Bolt
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publishDate 2015
institution Swansea University
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publisher IEEE
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url https://ieeexplore.ieee.org/document/7363325/
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description 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.
published_date 2015-10-26T04:04:04Z
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