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Conference contribution 36 views 7 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: Crick, Tom

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 2018-10-17T12:52:38Z v2 43381 2018-08-14 CCTV as a Smart Sensor Network Tom Crick Tom Crick true 0000-0001-5196-9389 false 200c66ef0fc55391f736f6e926fb4b99 9971fd6d74987b78a0d7fce128f8c721 z93Ri4T5hwMLTfh+6XG11n2HZhUyFASdV1DFdgIIhKs= 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 contribution 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 of Arts and Humanities School of Education CAAH EDUC None 2018-10-17T12:52:38Z 2018-08-14T15:44:56Z College of Science Computer Science Giles Oatley 1 Tom Crick 0000-0001-5196-9389 2 Dee Bolt 3 0043381-30082018121417.pdf dasc2015.pdf 2018-08-30T12:14:17Z Output 3085565 application/pdf AM true Published to Cronfa 30/08/2018 2018-08-30T00:00:00 false eng
title CCTV as a Smart Sensor Network
spellingShingle CCTV as a Smart Sensor Network
Crick, Tom
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_***_Crick, Tom
author Crick, Tom
author2 Giles Oatley
Tom Crick
Dee Bolt
format Conference contribution
container_title Proceedings of 13th IEEE International Conference on Dependable, Autonomic and Secure Computing
container_start_page 1878
publishDate 2015
institution Swansea University
isbn 978-1-5090-0154-5
doi_str_mv 10.1109/CIT/IUCC/DASC/PICOM.2015.279
publisher IEEE
college_str College of Science
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hierarchy_top_title College of Science
hierarchy_parent_id collegeofscience
hierarchy_parent_title College of Science
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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 2015-10-26T12:12:10Z
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score 11.318357