Data Science for Suicide Bombings


Book Description

Suicide bombing has become one of the most lethal and favorite modus operandi of terrorist organizations worldwide. Information technology and artificial intelligence have seen some tremendous advancement in recent years, and this study is set to use the power of data sciences and predictive analytics for counterterrorism and suicide bombings. This multidisciplinary research work outlines a theoretical framework for personal traumatization and also discusses the methods and ways to analyze the data to uncover trends and patterns. It has also examined the use of statistical models that could help in forecasting suicide bombings.




Dying to Win


Book Description

Includes a new Afterword Finalist for the Council on Foreign Relations Arthur Ross Book Award One of the world’s foremost authorities on the subject of suicide terrorism, the esteemed political scientist Robert Pape has created the first comprehensive database of every suicide terrorist attack in the world from 1980 until today. In Dying to Win, Pape provides a groundbreaking demographic profile of modern suicide terrorist attackers–and his findings offer a powerful counterpoint to what we now accept as conventional wisdom on the topic. He also examines the early practitioners of this guerrilla tactic, including the ancient Jewish Zealots, who in A.D. 66 wished to liberate themselves from Roman occupation; the Ismaili Assassins, a Shi’ite Muslim sect in northern Iran in the eleventh and twelfth centuries; World War II’s Japanese kamikaze pilots, three thousand of whom crashed into U.S. naval vessels; and the Tamil Tigers in Sri Lanka, a secular, Marxist-Leninist organization responsible for more suicide terrorist attacks than any other group in history. Dying to Win is a startling work of analysis grounded in fact, not politics, that recommends concrete ways for states to fight and prevent terrorist attacks now. Transcending speculation with systematic scholarship, this is one of the most important studies of the terrorist threat to the United States and its allies since 9/11. “Invaluable . . . gives Americans an urgently needed basis for devising a strategy to defeat Osama bin Laden and other Islamist militants.” –Michael Scheuer, author of Imperial Hubris “Provocative . . . Pape wants to change the way you think about suicide bombings and explain why they are on the rise.” –Henry Schuster, CNN.com “Enlightening . . . sheds interesting light on a phenomenon often mistakenly believed to be restricted to the Middle East.” –The Washington Post Book World “Brilliant.” –Peter Bergen, author of Holy War, Inc.




Suicide Terrorism


Book Description

Suicide terrorism in its modern form made its first appearance in Lebanon in the early 1980s. Over the last quarter century, terrorist attacks perpetrated by suicide bombers have spread to many corners of the world and have become a major threat for both the governments and citizens of numerous countries. Can this devastating phenomenon be attributed to a specific religion or culture? What are the causes and motivations that lead ordinary people to embark upon suicide attacks? How are potential bombers trained for their mission? And is it possible for democratic governments to effectively cope with this challenge? In this compelling book, Ami Pedazhur investigates the root causes of suicide terrorism and its rapid proliferation in recent years. Drawing on a variety of sources, the book explores the use of human bombs in Lebanon, Israel, Sri Lanka, Turkey, Chechnya, Iraq, and the ostentatious attacks of Al-Qaeda and the global jihad. It is the only book to offer such an in-depth, up-to-date, cross cultural analysis of suicide terrorism in the twenty-first Century.




Cutting the Fuse


Book Description

Cutting the Fuse offers a wealth of new knowledge about the origins of suicide terrorism and strategies to stop it. Robert A. Pape and James K. Feldman have examined every suicide terrorist attack worldwide from 1980 to 2009, and the insights they have gleaned from that data fundamentally challenge how we understand the root causes of terrorist campaigns today—and reveal why the War on Terror has been ultimately counterproductive. Through a close analysis of suicide campaigns by Al Qaeda and other terrorist organizations in Iraq, Afghanistan, Pakistan, Lebanon, Israel, Chechnya, and Sri Lanka, the authors provide powerful new evidence that, contrary to popular and dangerously mistaken belief, only a tiny minority of these attacks are motivated solely by religion. Instead, the root cause is foreign military occupation, which triggers secular and religious people alike to carry out suicide attacks.Cutting the Fuse calls for new, effective solutions that America and its allies can sustain for decades, relying less on ground troops in Muslim countries and more on offshore, over-the-horizon military forces along with political and economic strategies that empower local communities to stop terrorists in their midst.




The Myth of Martyrdom


Book Description

Adam Lankford looks at the motivation of suicide bombers and other rampage killers.




Getting Started with Data Science


Book Description

Master Data Analytics Hands-On by Solving Fascinating Problems You’ll Actually Enjoy! Harvard Business Review recently called data science “The Sexiest Job of the 21st Century.” It’s not just sexy: For millions of managers, analysts, and students who need to solve real business problems, it’s indispensable. Unfortunately, there’s been nothing easy about learning data science–until now. Getting Started with Data Science takes its inspiration from worldwide best-sellers like Freakonomics and Malcolm Gladwell’s Outliers: It teaches through a powerful narrative packed with unforgettable stories. Murtaza Haider offers informative, jargon-free coverage of basic theory and technique, backed with plenty of vivid examples and hands-on practice opportunities. Everything’s software and platform agnostic, so you can learn data science whether you work with R, Stata, SPSS, or SAS. Best of all, Haider teaches a crucial skillset most data science books ignore: how to tell powerful stories using graphics and tables. Every chapter is built around real research challenges, so you’ll always know why you’re doing what you’re doing. You’ll master data science by answering fascinating questions, such as: • Are religious individuals more or less likely to have extramarital affairs? • Do attractive professors get better teaching evaluations? • Does the higher price of cigarettes deter smoking? • What determines housing prices more: lot size or the number of bedrooms? • How do teenagers and older people differ in the way they use social media? • Who is more likely to use online dating services? • Why do some purchase iPhones and others Blackberry devices? • Does the presence of children influence a family’s spending on alcohol? For each problem, you’ll walk through defining your question and the answers you’ll need; exploring how others have approached similar challenges; selecting your data and methods; generating your statistics; organizing your report; and telling your story. Throughout, the focus is squarely on what matters most: transforming data into insights that are clear, accurate, and can be acted upon.




On Suicide Bombing


Book Description

Like many people in America and around the world, Talal Asad experienced the events of September 11, 2001, largely through the media and the emotional response of others. For many non-Muslims, "the suicide bomber" quickly became the icon of "an Islamic culture of death" a conceptual leap that struck Asad as problematic. Is there a "religiously-motivated terrorism?" If so, how does it differ from other cruelties? What makes its motivation "religious"? Where does it stand in relation to other forms of collective violence? Drawing on his extensive scholarship in the study of secular and religious traditions as well as his understanding of social, political, and anthropological theory and research, Asad questions Western assumptions regarding death and killing. He scrutinizes the idea of a "clash of civilizations," the claim that "Islamic jihadism" is the essence of modern terror, and the arguments put forward by liberals to justify war in our time. He critically engages with a range of explanations of suicide terrorism, exploring many writers' preoccupation with the motives of perpetrators. In conclusion, Asad examines our emotional response to suicide (including suicide terrorism) and the horror it invokes. On Suicide Bombing is an original and provocative analysis critiquing the work of intellectuals from both the left and the right. Though fighting evil is an old concept, it has found new and disturbing expressions in our contemporary "war on terror." For Asad, it is critical that we remain aware of the forces shaping the discourse surrounding this mode of violence, and by questioning our assumptions about morally good and morally evil ways of killing, he illuminates the fragile contradictions that are a part of our modern subjectivity.




Simulation of Suicide Bombing


Book Description

This book introduces BlastSim - a physics-based simulation platform to model and simulate suicide bombing events. The BlastSim software is designed to test, analyze, and validate the results of different explosive and injury model combinations under various conditions with different sets of parameters, such as explosive and crowd formation characteristics, blockage and human shielding effects, fragmentation and shrapnel, and the bomber's position in 2- and 3-dimensional environments. The suicide bombing event can also be re-created for forensic analysis. The number of fatalities and injured after a suicide bombing event can be predicted using this software with 91% accuracy. The assessment of an explosion's effect on a crowd can lead to better management of disasters, triage of patients, locating blast victims under the debris, development of protective gear, and safe distance recommendations to reduce casualties.




Suicide Bombers in Iraq


Book Description

The war in Iraq was supposed to be easy. Instead it has delivered the message that Islamic resistance and martyrdom can defeat the only remaining superpower, just as jihadists drove the Soviet Union from Afghanistan during the 1980s. Now a haven for jihadists, Iraq has entered a civil war whose duration, scope, and magnitude have yet to be determined.The overwhelming majority of suicide attacks in Iraq have targeted Iraqi security forces and Shia civilians, not coalition forces. The perpetrators appear to be largely non-Iraqi volunteers. Many are from Saudi Arabia, but substantial numbers have come from Europe, Syria, Kuwait, Jordan and North Africa. They are foiling U.S. plans to stabilize the country and turn it into a democratic regime and an ally in a region of religious radicalism, entrenched authoritarianism, and hostile states with nuclear ambitions.Understanding the phenomenon of suicide bombing in Iraq is therefore vitally important for U.S. national security, foreign policy in the Muslim world, and the war on terrorism. This study, the first of its kind on the Iraqi insurgency, draws extensively on open-source intelligence and papers of record, primary sources from insurgent groups including online documents and videos, and interviews with U.S. servicemen who have served in Iraq. It examines the history of suicide bombing in Iraq and many other countries, theoretical perspectives on suicide bombing, the varied factions that comprise the insurgency, the ideology and theology of martyrdom supporting suicide bombers, their national origins and characteristics, and the prospects for a third generation of transnational jihadists forged in the crucible of Iraq."




Predicting Suicide Attacks


Book Description

"The Naval Research Laboratory (NRL) set out to develop ways to predict what determines the targets of suicide attacks. While the ultimate goal is to create a list of areas at risk for the U.S. environment, the first phase of development employed a data set from Israel. Initially, NRL focused on spatial attributes, creating its own risk index, but realized that this focus on the where ignored the broader social context, the why. The lab asked RAND to test, as a proof of principle, the ability of sociocultural, political, economic, and demographic factors to enhance the predictive ability of NRL's methodology. Again using Israel as a sample, RAND created a database that coded for these factors, then conducted both quantitative and qualitative analyses with an eye to determining what puts a given area at greater risk. The quantitative analysis established that these factors are related to the odds of attack within specific neighborhoods and that the relationships held even when controlling for geospatial factors, so they seem to confer risk for reasons beyond their association with geospatial features of neighborhoods. The specifics of the research are limited to the preferences of Palestinian suicide bombers in Israel; however, the methods used to assess target preferences in Israel could be transferred to the United States or other countries. Any results, if proven to be robust, could be used to develop recommendations for heightened public awareness in certain areas."--Page 4 of cover.