期刊
IEEE TRANSACTIONS ON FUZZY SYSTEMS
卷 28, 期 5, 页码 831-845出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TFUZZ.2019.2955047
关键词
Rough sets; Terrorism; Probabilistic logic; Open wireless architecture; Probability distribution; Weapons; Bayes methods; Fuzzy probabilistic rough sets; GrC; ordered weighted averaging (OWA); three-way decisions
This article presents a new interactive method to analyze and assess hypotheses, and its application to terrorism events. The method combines probability, fuzzy, and rough set theories and supports decision makers and analysts of counterterrorism in the analysis of intelligence information by using behavioral models of known terrorist groups. Starting from intelligence information about possible attack patterns, the proposed method uses two parameters allowing derivation and analysis of a wide range of hypotheses, and their assessment on the basis of different support levels of evidence. The evaluation of results has been done on real data relating to five years (2012-2016) of terrorist activities extracted from the Global Terrorism Database.
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