Political scientist seeks to predict terror attacks Seden Akcinaroglu analyzes trends in domestic terrorist attacks to predict when they will occur in the future. Akcinaroglu, an assistant professor of political science at Binghamton, specializes in international conflict and rivalries. In the past, she has focused on three general areas: civil wars, international rivalries and terrorism. Her interdisciplinary project with Binghamton University computer scientists homes in on the relationships between major events in a country and its terrorist attacks.
“It seems that terrorists do care about reputation to a certain extent,” Akcinaroglu says, “so during times of natural disasters, they don’t want to alienate supporters.” These findings challenge how terrorist organizations are normally perceived to operate. “For us, any atrocity can be attributed to a terrorist organization. The fact that they kill civilians
“We are trying to understand, in a very dynamic way, how we can actually predict some terrorist attacks,” Akcinaroglu says. “Right now, a lot of the studies are very static.” Yu David Liu, an assistant professor of computer science, says Akcinaroglu’s dynamic research direction is “challenging but essential, considering the fast pace of global events.” He says the project uses public sources such as online newspapers and databases. “It then performs data analysis to correlate individual factors and the historical attack data,” Liu says. “Prediction is made based on findings of these correlations from historical data.”
Binghamton University • BINGHAMTON RESEARCH • Winter 2014
Liu says computers streamline the data collection and analysis so predictions can be made quickly. Previously, Akcinaroglu worked to unravel the effect of natural disasters, economic status and militarized disputes on terrorist attacks. “When states are engaged in militarized disputes with other states, terrorist attacks increase,” she says. “The terrorists find it as an opportunity to attack.” The same is true, Akcinaroglu says, for cases in which a country is weakened economically. When natural disasters hit, however, terrorist attacks tend to decrease.
is basically telling us that they don’t care,” Akcinaroglu says. “But they do care about reputation, and some of them care more than the others.” Her current project uses a complex model to encompass as many factors as possible and look at how those factors affect terrorist organizations’ decisions to attack. Akcinaroglu, who is from Turkey, says her interest in researching terrorist attacks began when the Kurdistan Workers’ Party (PKK), a rebel organization in Turkey, announced it would not attack the country following the devastating 1999 earthquake. Akcinaroglu says she saw the same thing occur in Indonesia later, and it made her curious about terrorist organizations’ hesitation to attack. — Christina Pullano
Published on Jan 14, 2014
In this issue of Binghamton Research, you’ll see how Binghamton University faculty members are capitalizing on Big Data’s potential to impro...