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Identifying Terrorism-Related Postings in Twitter for Malay language

In this day and age, social media is the fastest way of receiving the latest news. Users have the freedom to post and read any posts that have been posted regarding any topic. Through the social media, Terrorism groups have used this as one of the method to recruit new members. The youths are their...

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Bibliographic Details
Main Author: Mohd Nadzri, Merissa Nazriana
Format: Final Year Project
Language:English
Published: Universiti Teknologi Petronas 2013
Online Access:http://utpedia.utp.edu.my/13562/1/merissa_13963.pdf
http://utpedia.utp.edu.my/13562/
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spelling my-utp-utpedia.135622017-01-25T09:38:38Z http://utpedia.utp.edu.my/13562/ Identifying Terrorism-Related Postings in Twitter for Malay language Mohd Nadzri, Merissa Nazriana In this day and age, social media is the fastest way of receiving the latest news. Users have the freedom to post and read any posts that have been posted regarding any topic. Through the social media, Terrorism groups have used this as one of the method to recruit new members. The youths are their main target. A system to detected posting in Twitter is available but only in certain aspect. There is no system to detect terrorism related tweets that are in the Malay language. Therefore, the purpose of the project is to automatically detect terrorism-related tweets in Malay. The social network medium will be Twitter and the tweets that will be focused on terrorism-related in Malay language. The target user for this project would be the people who are using the Twitter. However, the main target user for this project, it would be the youngsters that are using the Twitter. The method that will be used for the program would be Naïve Bayes. Based on the result collected from the pilot study, a couple of patterns can be derived from it. These patterns will be very beneficial in the development of the project. Universiti Teknologi Petronas 2013-09 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/13562/1/merissa_13963.pdf Mohd Nadzri, Merissa Nazriana (2013) Identifying Terrorism-Related Postings in Twitter for Malay language. Universiti Teknologi Petronas.
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Electronic and Digitized Intellectual Asset
url_provider http://utpedia.utp.edu.my/
language English
description In this day and age, social media is the fastest way of receiving the latest news. Users have the freedom to post and read any posts that have been posted regarding any topic. Through the social media, Terrorism groups have used this as one of the method to recruit new members. The youths are their main target. A system to detected posting in Twitter is available but only in certain aspect. There is no system to detect terrorism related tweets that are in the Malay language. Therefore, the purpose of the project is to automatically detect terrorism-related tweets in Malay. The social network medium will be Twitter and the tweets that will be focused on terrorism-related in Malay language. The target user for this project would be the people who are using the Twitter. However, the main target user for this project, it would be the youngsters that are using the Twitter. The method that will be used for the program would be Naïve Bayes. Based on the result collected from the pilot study, a couple of patterns can be derived from it. These patterns will be very beneficial in the development of the project.
format Final Year Project
author Mohd Nadzri, Merissa Nazriana
spellingShingle Mohd Nadzri, Merissa Nazriana
Identifying Terrorism-Related Postings in Twitter for Malay language
author_facet Mohd Nadzri, Merissa Nazriana
author_sort Mohd Nadzri, Merissa Nazriana
title Identifying Terrorism-Related Postings in Twitter for Malay language
title_short Identifying Terrorism-Related Postings in Twitter for Malay language
title_full Identifying Terrorism-Related Postings in Twitter for Malay language
title_fullStr Identifying Terrorism-Related Postings in Twitter for Malay language
title_full_unstemmed Identifying Terrorism-Related Postings in Twitter for Malay language
title_sort identifying terrorism-related postings in twitter for malay language
publisher Universiti Teknologi Petronas
publishDate 2013
url http://utpedia.utp.edu.my/13562/1/merissa_13963.pdf
http://utpedia.utp.edu.my/13562/
_version_ 1739831911070564352
score 13.211869

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