Harnessing the Power of Artificial Intelligence: An In-Depth Review of its Effective Role in Countering Violent Extremism
Keywords:
Artificial Intelligence, Countering Violent Extremism, Extremist Content, Social Media Monitoring, Predictive Modeling, Ethical Considerations, Privacy Concerns, Case Studies, Challenges, Future Directions, Collaboration, Transparency, Multimodal Content Analysis, Community Engagement, Accountability, International CooperationAbstract
The article "Effective Role of AI in Countering Violent Extremism" explores how Artificial Intelligence (AI) can be a game changer in the fight against the ubiquitous menace of violent extremism in the digital era. This review article thoroughly explains the topic by navigating many aspects of AI's rolthwartinghwart extremist ideology and actions. The paper starts by examining the critical role that artificial intelligence (AI) plays in content analysis, wherein image analysis and natural language processing (NLP) tools enable authorities to trace patterns of radicalization, identify extremist content, and stop the spread of extremist propaganda. It then delves into the al media monitoring and analysis, showcasing how AI-driven systems enable real-time surveillance of social platforms to identify extremist activities, track the spread of extremist narratives, and detect anomalies that may signal impending threats. The paper elucidates the significance of predictive modeling. AI modeling, AI-powered predictive modeling, and early warning systems harness learning algorithms to anticipate potential extremist threats, allowing for proactive intervention by law enforcement agencies. The review underscores the diversity of data sources and the training of models on historical data, along with the ethical considerations that underpin the underpinning these systems’ use take center stage in the subsequent section, where the paper underscores the need to strike a balance between security and individual rights. It probes into the ethical intricacies of privacy violations, algorithmic fairness, freedom of expression, and the suppression of dissent as AI is deployed in countering extremism. The review underscores the importance of transparency, accountability mechanisms, and legal frameworks to guide the responsible use of AI in this domain. The paper proceeds to offer real-world case studies and success stories that underscore the tangible impact of AI in disrupting extremist networks, preventing radicalization, and enhancing public safety. These cases include content removal algorithms on social media platforms, predictive policing programs, advanced network analysis techniques, and online extremism prevention initiatives driven by AI. Subsequently, the article investigates the array of challenges and limitations AI confronts when countering challenges such as algorithm accuracy, ethical dilemmas, regulatory hurdles, resource constraints, and legal complexities, providing a nuanced understanding of the multifaceted landscape.
References
Ahmed, S., 2019. Combating violent extremism cannot Be limited to just security. In: The Daily Star. https://www.thedailystar.net/opinion/perspective/news/combating-vi olent-extremism-cannot-be-limited-just-security-1741189.
Alam, I., 2015. Social media radicalization in Bangladesh: a lurking new threat. In: FAIR: Foreign Affairs Insights & Review. https://fairbd.net/social-media-radicalisation-in-b angladesh-a-lurking-new-threat/. Alava, S., Frau-Meigs, D., Hassan, G., 2017. Youth and Violent Extremism on Social Media: Mapping the Research. UNESCO Publishing. Ambrozik, C., 2018. Countering Violent Extremism Locally.
Ashour, O., 2010. Online de-radicalization? Countering violent extremist narratives: message, messenger and media strategy. Perspect. Terrorism 4, 15–19.
Bashar, I., 2017. Countering violent extremism in Bangladesh. Counter Terrorist Trends and Analyses 9, 17–21.
Berger, J., 2016. Making CVE work, 7. International Centre for Counter-terrorism, The Hague.
BIPSS, B.I.o.P.a.S.S., 2017. Local Drivers and Dynamics of Youth Radicalisation in Bangladesh. http://bipss.org.bd/pdf/LocalDrivers.pdf.
CEP, C.E.P., 2018. CEP recommendations: tackling extremist content online. CEP, C.E.P., 2019. Bangladesh: extremism & counter-extremism. https://www.counterex tremism.com/sites/default/files/country_pdf/BD-06152020.pdf.
Cleveland, E., Glaeser, S., Jorgensen, L., Lewi, L.N., Shropshire, A., 2020. Preventing and Countering Violent Extremism: Localization in Kenya, Kosovo, and the Philippines. Workshop in Public Affairs.
Cobb, J.A., Wry, T., Zhao, E.Y., 2016. Funding financial inclusion: institutional logics and the contextual contingency of funding for microfinance organizations. Acad. Manag. J. 59, 2103–2131.
Corraya, T.A., 2017. The School Bag’s Weight Influence on the Physical Status of School Going Children. Bangladesh Health Professions Institute, Faculty of Medicine, the University.
D’Onfro, J., 2016. The Subtle Way Google Plans to Use its Greatest Skill to Combat ISIS. Business Insider. Dahlberg, L., 2018. Facebook’s Response to its Democratic Discontents.
Davies, G., Neudecker, C., Ouellet, M., Bouchard, M., Ducol, B., 2016. Toward a framework understanding of online programs for countering violent extremism. J. Deradicalization 51–86.
Denoeux, G., Carter, L., 2009. Guide to the Drivers of Violent Extremism.
USAID. February. Elshimi, M.S., 2017. De-radicalisation in the UK Prevent Strategy: Security, Identity and Religion. Taylor & Francis.
EU, E.U., 2015. Extremism and violent extremism - RUSI. https://rusi.org/sites/defaul t/files/mn0115566enn.pdf.
Fernandez, M., Asif, M., Alani, H., 2018. I understand the roots of radicalization on Twitter. In: Proceedings of the 10th ACM Conference on Web Science, pp. 1–10.
Frazer, O., Nünlist, C., 2015. The Concept of Countering Violent Extremism. CSS Analyses in Security Policy, p. 183.
Gerspacher, N., Weine, S., 2019. Creating Positive Policing Narratives for Countering Violent Extremism. Lulu Press, Inc.
Gielen, A.-J., 2017. I am evaluating Countering Violent Extremism. Deradicalisation: Scientific Insights for Policy, pp. 101–118.
Giscard d’Estaing, S., 2017. Engaging women in countering violent extremism: avoiding instrumentalisation and furthering agency.
Gend. Dev. 25, 103–118. Gordon, E., True, J., 2019. Gender stereotyped or gender responsive? Hidden threats and missed opportunities to prevent and counter violent extremism in Indonesia and Bangladesh. Rusi 164, 74–91.
Government, A., 2017. Foreign policy white paper. https://www.dfat.gov.au/sites/defaul t/files/2017-foreign-policy-white-paper.pdf.
Green, S., Proctor, K., 2016. Turning point: A New Comprehensive Strategy for Countering Violent Extremism. Rowman & Littlefield.
Hassan, T., Alam, M.M., Wahab, A., Hawlader, M.D., 2020. Prevalence and associated factors of internet addiction among young adults in Bangladesh.
J. Egypt. Publ. Health Assoc. 95, 3. Heller, B., 2020. Combating Terrorist-Related Content through AI and Information Sharing. Algorithms.
Heydemann, S., 2014. Countering Violent Extremism as a Field of Practice, 1. United states institute of peace insights, pp. 9–11.
Hossain, S.F.A., Nurunnabi, M., Hussain, K., Saha, S.K., 2019. Effects of variety-seeking intention by mobile phone usage on university students’ academic performance. Cogent Edu. 6, 1574692
Houston, D., Meyer, L.H., Paewai, S., 2006. Academic staff workloads and job satisfaction: expectations and values in academe. J. High Educ. Pol. Manag. 28, 17–30.
Husain, T., 2017. Counter terrorism approaches: with reference to Bangladesh. ABC J. Adv. Res. 6, 9–16.
Hussain, G., Saltman, E.M., 2014. Jihad Trending: A Comprehensive Analysis of Online Extremism and How to Counter it. Quilliam.
Idris, I., 2019. Preventing/countering Violent Extremism Programming on Men, Women, Boys and Girls. Khan, H., 2015. Why Countering Extremism Fails. Foreign Affairs. Klein, C., 2017. Cold war cosmopolitanism: the Asia foundation and 1950s Korean cinema.
J. Kor. Stud. 22, 281–316. Klor, E., Benmelech, E., 2016. What Explains the Flow of Foreign Fighters to ISIS? NBER Working Paper Series National Bureau of Economic Research. Kruse, M., 2016. Countering violent extremism strategies in the Muslim world. Ann. Am. Acad. Polit. Soc. Sci. 668, 198–209.
Kundnani, A., Hayes, B., 2018. The Globalisation of Countering Violent Extremism Policies. Undermining Human Rights, Instrumentalising Civil Society. Transnational Institute, Amsterdam.
Lakhani, S., 2012. Preventing violent extremism: perceptions of policy from grassroots and communities. Howard J. Crim. Justice 51, 190–206.
Lichtenberger, E., Witt, M.A., Blankenberger, B., Franklin, D., 2014. Dual credit/dual enrollment and data driven policy implementation. Community Coll. J. 38, 959–979.
Macdonald, S., 2018. How Tech Companies Are Successfully Disrupting Terrorist Social media Activity. The Conversation.
Macdonald, S., Correia, S.G., Watkin, A.-L., 2019. Regulating terrorist content on social media: automation and the rule of law. Int. J. Law Context 15, 183–197.
Macnair, L., Frank, R., 2017. Voices against Extremism: a case study of a communitybased CVE counter-narrative campaign. J. Deradicalization 147–174.
Mandaville, P.G., Nozell, M., 2017. Engaging Religion and Religious Actors in Countering Violent Extremism. JSTOR. Meleagrou-Hitchens, A., Kaderbhai, N., 2017. Research Perspectives on Online Radicalisation: A Literature Review, 2006–2016. International Centre for the Study of Radicalisation, p. 19.
Metsky, H.C., Siddle, K.J., Gladden-Young, A., Qu, J., Yang, D.K., Brehio, P., Goldfarb, A., Piantadosi, A., Wohl, S., Carter, A., 2019. Capturing sequence diversity in metagenomes with comprehensive and scalable probe design. Nat. Biotechnol. 37, 160–168.
Thiessen, C., 2019. Preventing Violent Extremism while Promoting Human Rights: toward a Clarified UN Approach. UN, 2016. Handbook on the Management of Violent Extremist Prisoners and the Prevention of Radicalization to Violence in Prisons. https://www.unodc.org/pd f/criminal_justice/Handbook_on_VEPs.pdf.
UNDP, 2016. Preventing Violent Extremism through Inclusive Development and the Promotion of Tolerance and Respect for Diversity. https://www.undp.org/content/ undp/en/home/librarypage/democratic-governance/conflict-prevention/ discussion-paper—preventing-violent-extremism-through-inclusiv.html.
UNDP, 2018. UNDP Launches mobile Application to Help Design Campaigns to Prevent Violent Extremism. Available at: (accessed Retrieved 6 17, 2019, from UNDP in Africa: ).
Vaismoradi, M., Jones, J., Turunen, H., Snelgrove, S., 2016. Theme Development in Qualitative Content Analysis and Thematic Analysis.