Behavioural Analytics; A Preventative Means for the Future of Policing

Alireza Daneshkhah; Hamid Jahankhani; Homan Forouzan; Reza Montasari; Amin Hosseinian Far

doi:10.1007/978-3-030-50613-1

Behavioural Analytics; A Preventative Means for the Future of Policing

Alireza Daneshkhah, Hamid Jahankhani, Homan Forouzan, Reza Montasari, Amin Hosseinian Far

Business Systems & Operations

Research output: Contribution to Book/Report › Chapter › peer-review

Abstract

Without sufficient intelligence, police response to crimes occurs in the form a reactive retort. This is even more so in the case of cyberspace policing, as digital platforms increase the complexities involved in the overall police incident response development. In this paper, we briefly introduce cybercrime and the necessities that police forces have to deal with. We argue that there is an urgent need for development and adoption of proactive and preventive techniques to identify and curb cyber and cyber-enabled crimes. We then present topic modelling as one of effective preventive techniques for predicting behaviours that can potentially be linked to cybercrime activities on social media.

Original language	English
Title of host publication	Policing in the era of AI and smart societies
Editors	Hamid Jahankhani, Babak Akhgar, Peter Cochrane, Mohammad Dastbaz
Publisher	Springer
Pages	83-96
Number of pages	14
Edition	1
ISBN (Electronic)	978-3-030-50613-1
ISBN (Print)	978-3-030-50612-4
DOIs	https://doi.org/10.1007/978-3-030-50613-1
Publication status	Accepted/In press - 6 Jul 2020

Publication series

Name	Advanced Sciences and Technologies for Security Applications
Publisher	Springer

Keywords

Behavioural Analytics
Future of policing
Policing

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1007/978-3-030-50613-1

Cite this

Daneshkhah, A., Jahankhani, H., Forouzan, H., Montasari, R., & Hosseinian Far, A. (Accepted/In press). Behavioural Analytics; A Preventative Means for the Future of Policing. In H. Jahankhani, B. Akhgar, P. Cochrane, & M. Dastbaz (Eds.), Policing in the era of AI and smart societies (1 ed., pp. 83-96). (Advanced Sciences and Technologies for Security Applications). Springer. https://doi.org/10.1007/978-3-030-50613-1

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Daneshkhah, A, Jahankhani, H, Forouzan, H, Montasari, R & Hosseinian Far, A 2020, Behavioural Analytics; A Preventative Means for the Future of Policing. in H Jahankhani, B Akhgar, P Cochrane & M Dastbaz (eds), Policing in the era of AI and smart societies. 1 edn, Advanced Sciences and Technologies for Security Applications, Springer, pp. 83-96. https://doi.org/10.1007/978-3-030-50613-1

Behavioural Analytics; A Preventative Means for the Future of Policing. / Daneshkhah, Alireza; Jahankhani, Hamid; Forouzan, Homan et al.
Policing in the era of AI and smart societies. ed. / Hamid Jahankhani; Babak Akhgar; Peter Cochrane; Mohammad Dastbaz. 1. ed. Springer, 2020. p. 83-96 (Advanced Sciences and Technologies for Security Applications).

Research output: Contribution to Book/Report › Chapter › peer-review

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T1 - Behavioural Analytics; A Preventative Means for the Future of Policing

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AU - Jahankhani, Hamid

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AU - Montasari, Reza

AU - Hosseinian Far, Amin

PY - 2020/7/6

Y1 - 2020/7/6

N2 - Without sufficient intelligence, police response to crimes occurs in the form a reactive retort. This is even more so in the case of cyberspace policing, as digital platforms increase the complexities involved in the overall police incident response development. In this paper, we briefly introduce cybercrime and the necessities that police forces have to deal with. We argue that there is an urgent need for development and adoption of proactive and preventive techniques to identify and curb cyber and cyber-enabled crimes. We then present topic modelling as one of effective preventive techniques for predicting behaviours that can potentially be linked to cybercrime activities on social media.

AB - Without sufficient intelligence, police response to crimes occurs in the form a reactive retort. This is even more so in the case of cyberspace policing, as digital platforms increase the complexities involved in the overall police incident response development. In this paper, we briefly introduce cybercrime and the necessities that police forces have to deal with. We argue that there is an urgent need for development and adoption of proactive and preventive techniques to identify and curb cyber and cyber-enabled crimes. We then present topic modelling as one of effective preventive techniques for predicting behaviours that can potentially be linked to cybercrime activities on social media.

KW - Behavioural Analytics

KW - Future of policing

KW - Policing

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Daneshkhah A, Jahankhani H, Forouzan H, Montasari R, Hosseinian Far A. Behavioural Analytics; A Preventative Means for the Future of Policing. In Jahankhani H, Akhgar B, Cochrane P, Dastbaz M, editors, Policing in the era of AI and smart societies. 1 ed. Springer. 2020. p. 83-96. (Advanced Sciences and Technologies for Security Applications). doi: 10.1007/978-3-030-50613-1

Behavioural Analytics; A Preventative Means for the Future of Policing

Abstract

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Keywords

UN SDGs

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