Effectiveness of selected AI models in predicting victims of terrorist attacks Cover Image

Effectiveness of selected AI models in predicting victims of terrorist attacks
Effectiveness of selected AI models in predicting victims of terrorist attacks

Author(s): Jakub Tuszyński
Subject(s): Politics / Political Sciences, Politics, Security and defense
Published by: Wydawnictwo Uniwersytetu Jagiellońskiego
Keywords: AI; machine learning; terrorism; victims; classification

Summary/Abstract: Terrorism continues to be a problem for many countries around the world. The article compares the effectiveness of selected machine learning algorithms in predicting the victims of terrorist attacks in order to answer the question of whether they can serve as one of the anti-terrorist tools. An exploratory data analysis was carried out, and selected trends and characteristics of terrorist attacks were discussed. Some measures for evaluating the classification algorithms used in the study are presented, and potential directions for further research are indicated.

  • Issue Year: 2023
  • Issue No: 4 (4)
  • Page Range: 471-502
  • Page Count: 32
  • Language: English