Suggestions for the Introduction of Korean-style Terrorism Database : Focusing on the Analysis of Global Terrorism Database

2020 ◽  
Vol 6 (1) ◽  
pp. 187-208
Author(s):  
Seok Woo Jang ◽  
Keyword(s):  
Global Terrorism ◽  
Global Terrorism Database

scholarly journals Using Global Terrorism Database (GTD) and Machine Learning Algorithms to Predict Terrorism and Threat

2019 ◽  
Vol 9 (1) ◽  
pp. 5995-6000 ◽  
Keyword(s):  
Machine Learning ◽  
Social Media ◽  
Intelligent System ◽  
Machine Learning Algorithms ◽  
Internet Technology ◽  
Social Media Platforms ◽  
Future Events ◽  
Global Terrorism ◽  
Terrorist Event ◽  
Global Terrorism Database

It is evident that there has been enormous growth in terrorist attacks in recent years. The idea of online terrorism has also been growing its roots in the internet world. These types of activities have been growing along with the growth in internet technology. These types of events include social media threats such as hate speeches and comments provoking terror on social media platforms such as twitter, Facebook, etc. These activities must be prevented before it makes an impact. In this paper, we will make various classifiers that will group and predict various terrorism activities using k-NN algorithm and random forest algorithm. The purpose of this project is to use Global Terrorism Database as a dataset to detect terrorism. We will be using GTD which stands for Global Terrorism Database which is a publicly available database which contains information on terrorist event far and wide from 1970 through 2017 to train a machine learning-based intelligent system to predict any future events that could bring threat to the society.

scholarly journals Local alliances and rivalries shape near-repeat terror activity of al-Qaeda, ISIS, and insurgents

2019 ◽  
Vol 116 (42) ◽  
pp. 20898-20903 ◽  
Author(s):  
Yao-Li Chuang ◽  
Noam Ben-Asher ◽  
Maria R. D’Orsogna
Keyword(s):  
Policy Making ◽  
Spillover Effects ◽  
Terrorist Attacks ◽  
Al Qaeda ◽  
Islamic State ◽  
Collaborative Relationship ◽  
Regional Dynamics ◽  
Global Terrorism ◽  
Near Repeat ◽  
Global Terrorism Database

We study the spatiotemporal correlation of terrorist attacks by al-Qaeda, the Islamic State of Iraq and Syria (ISIS), and local insurgents, in six geographical areas identified via k-means clustering applied to the Global Terrorism Database. All surveyed organizations exhibit near-repeat activity whereby a prior attack increases the likelihood of a subsequent one by the same group within 20 km and on average 4 (al-Qaeda) to 10 (ISIS) weeks. Near-response activity, whereby an attack by a given organization elicits further attacks from a different one, is found to depend on the adversarial, neutral, or collaborative relationship between the two. When in conflict, local insurgents respond quickly to attacks by global terror groups while global terror groups delay their responses to local insurgents, leading to an asymmetric dynamic. When neutral or allied, attacks by one group enhance the response likelihood of the other, regardless of hierarchy. These trends arise consistently in all clusters for which data are available. Government intervention and spillover effects are also discussed; we find no evidence of outbidding. Understanding the regional dynamics of terrorism may be greatly beneficial in policy making and intervention design.

Terrorist Attacks Targeting Police, 1998–2010: Exploring Heavily Hit Countries

2018 ◽  
Vol 30 (3) ◽  
pp. 261-278
Author(s):  
Jennifer C. Gibbs
Keyword(s):  
Law Enforcement ◽  
Terrorist Attacks ◽  
Future Research ◽  
Common Thread ◽  
Global Terrorism ◽  
The Government ◽  
Global Terrorism Database ◽  
Scholarly Attention

With over 14% of all terrorist attacks since 1970 targeting law enforcement, terrorist attacks on police is a problem in need of scholarly attention. Police serve as symbolic targets of the government and strategic targets of terrorist attacks, yet we know little about such attacks. This article explores terrorist attacks targeting police in heavily hit countries, drawing from the Global Terrorism Database. While Iraq and India have the most terrorist attacks targeting police, these countries also have a high number of terrorist attacks against all targets. To account for the total number of terrorist attacks, proportions are explored, finding Macedonia, Russia, and Georgia have the highest proportions of terrorist attacks targeting police between 1998 and 2010. A common thread among these heavily hit countries is a rapidly changing governing regime coupled with societal schism—in other words, these countries seem to share low governmental legitimacy. Implications for future research are discussed.

The Effect of Terrorism on Judicial Confidence

2017 ◽  
Vol 70 (4) ◽  
pp. 790-802
Author(s):  
Steven V. Miller
Keyword(s):  
Due Process ◽  
Judicial Independence ◽  
Mixed Effects ◽  
Mixed Effects Models ◽  
Negative Effects ◽  
Security Dilemma ◽  
European Values Survey ◽  
European Values ◽  
Global Terrorism ◽  
Global Terrorism Database

Independent judiciaries prevent democratic reversals, facilitate peaceful transitions of power, and legitimate democracy among citizens. We believe this judicial independence is important for citizen-level judicial confidence and faith in democratic institutions. I challenge this and argue that citizens living under terror threats lose confidence in their independent judiciaries. Terror threats lead citizens to enable the state leader to provide counterterrorism for their security, which has important implications for interbranch relations between the executive and the judiciary. Citizens lose confidence in independent judiciaries that provide due process for suspected terrorists. I test my argument with mixed effects models that incorporate the Global Terrorism Database and four waves of European Values Survey. The analyses demonstrate the negative effects of terror threats on judicial confidence when interacting terror threats with measures of judicial independence. My findings have important implications for the study of democratic confidence and the liberty-security dilemma.

There Can Be No Compromise: Institutional Inclusiveness, Fractionalization and Domestic Terrorism

2012 ◽  
Vol 43 (3) ◽  
pp. 541-557 ◽  
Author(s):  
Dennis M. Foster ◽  
Alex Braithwaite ◽  
David Sobek
Keyword(s):  
Civil War ◽  
Minority Groups ◽  
Proportional Representation ◽  
Social Mobilization ◽  
Domestic Terrorism ◽  
Terrorist Attacks ◽  
Small Minority ◽  
Political Actors ◽  
Global Terrorism ◽  
Global Terrorism Database

Research on terrorism in democracies borrows from the literature on civil war and rebellion to argue that more proportional representation decreases the likelihood of terrorist violence. However, theories of broader social mobilization may be ill-suited to predicting the occurrence of terrorism. This article proposes that proportionalism's institutionalization of small minority groups as legitimate but relatively insignificant political actors leads to militancy. Analyses of the Global Terrorism Database on domestic terrorist attacks across all democracies in 1975–2007 provide broad support for this argument. The presence and greater degrees of proportionalism are significantly associated with greater levels of domestic terrorism when ethnic fractionalization within a given society increases. Moreover, domestic terrorism increases as the number of small parties represented in the legislature increases.

Provoking Ordinary People: The Effects of Terrorism on Civilian Violence

2020 ◽  
Vol 65 (1) ◽  
pp. 135-165
Author(s):  
Jürgen Brandsch ◽  
André Python
Keyword(s):  
Social Conflict ◽  
Violent Behavior ◽  
Conflict Analysis ◽  
Ordinary People ◽  
Perceived Security ◽  
Global Terrorism ◽  
Violence Against Civilians ◽  
Effects Of Violence ◽  
Global Terrorism Database ◽  
Terrorist Violence

Research on the effects of terrorism mostly focuses on the coercive effects of violence on the macrolevel, while other effects like provocation, particularly on the microlevel, do not receive the same attention. In this article, we seek to address previous omissions. We argue that terrorism can provoke ordinary people into a violent reaction. By reducing perceived security and creating a desire for revenge terrorism may lead civilians to attack uninvolved members of the terrorists’ constituency. Using geo-referenced data on terrorism (Global Terrorism Database) and violent riots (Social Conflict Analysis Database), we assess with a matched wake analysis if the treatment of terrorist violence against civilians causes an increase in violent behavior. The results of our analyses show that terrorism significantly increases violent riots. We thus conclude that terrorism can not only provoke governments but also civilians into an overreaction.

scholarly journals Análise criminal na global terrorism database

2018 ◽  
pp. 41-49
Author(s):  
Paulo Sergio da Conceição Moreira ◽  
Denise Fukumi Tsunoda ◽  
Cicero Aparecido Bezerra
Keyword(s):  
Global Terrorism ◽  
Microsoft Office ◽  
Global Terrorism Database

Trata-se de um estudo descritivo por meio da análise quantitativa multi e bivariada, em que se objetiva realizar uma análise criminal na base Global Terrorism Database, como forma de detectar padrões nos ataques terroristas em território brasileiro. Coletaram-se 262 registros desta base e, sobre estes, aplicaram-se testes não paramétricos e Análise de Correspondência Múltipla. Utilizando-se as ferramentas PASW Statistics 18® e Microsoft Office Excel 2007®, identificou-se o grupo “Esquadrão da morte” como o mais letal e que, ataques armados, cometidos com armas de fogo, são aqueles com o maior número de vítimas fatais. Incentiva-se a continuidade de estudos semelhantes em bases nacionais ou internacionais, utilizando-se heurísticas de Mineração de Dados para estabelecer-se comparações com os resultados obtidos neste estudo.

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