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All Journal JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING
Mufid Junaedi
STMIK NUSA MANDIRI, JAKARTA
Computer Science & IT Engineering

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Analysis of the classification of terrorist attacks in Indonesia Mufid Junaedi; Ahmad Fachrurozi; Mochammad Rizky Kusumayudha; Windu Gata
JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING Vol 4, No 1 (2020): ---> EDISI JULI
Publisher : Universitas Medan Area

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (248.753 KB) | DOI: 10.31289/jite.v4i1.3788

Abstract

Terrorist attacks are now being global issue both in developing and developed countries. There are more than 180,000 terrorist attacks in 1970-2017. Indonesia is one of the countries attacked by terorist. Bombings and firearms cause fatalities. Classification of terorist attacks can be performed based on either the attack succed or not. Succed attack is defined as an unavoided action that caused fatalities. There are seven attributes studied in this paper: year, month, attack type, terorist name, target attack, city, and weapon type uses to attack. Evaluations shows that k-NN classiefier exerts the highest accuracy of 90.79%, followed by naïve bayes 80.45%, and C4.5 of 88.825%.Keywords: Indonesia Terrorist, Classification Algorithm, Terorist Algorithm Classification.
Co-Authors Fachrurozi, Ahmad Mochammad Rizky Kusumayudha Windu Gata