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Agent architecture for criminal mobile devices identification systems

Current techniques of language identification are based on a method that assigns one or more textual documents into a set of predefined languages that are relevant to page contents. In this paper, we proposed an agent architecture that is used in criminal mobile devices identification systems. It is...

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Main Authors: Selamat, Ali, Ng, Choon Ching, Selamat, Md. Hafiz, Bujang, S. D. A.
Format: Book Section
Published: Elsevier 2009
Subjects:
QA76 Computer software
Online Access:http://eprints.utm.my/id/eprint/12945/
http://dx.doi.org/10.1007/978-3-642-03958-4_24
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id my.utm.12945
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spelling my.utm.129452011-07-07T07:55:34Z http://eprints.utm.my/id/eprint/12945/ Agent architecture for criminal mobile devices identification systems Selamat, Ali Ng, Choon Ching Selamat, Md. Hafiz Bujang, S. D. A. QA76 Computer software Current techniques of language identification are based on a method that assigns one or more textual documents into a set of predefined languages that are relevant to page contents. In this paper, we proposed an agent architecture that is used in criminal mobile devices identification systems. It is based on the usage of a software agent to process at least one document by using a dictionary that belong to a set of languages in order to determine the type of language features to be used in the text preprocessing module. Then, the agent will map at least one of the documents with the content of the dictionary in order to identify the languages used in the text by the language identification agent. Finally, the digital forensic agent will check the potential criminal short messages through the predefined keyword repository of corresponding language. Form our experiments, the agent architecture has been able to identify correctly the types of languages written in the short text messaging (SMS) system. Elsevier 2009 Book Section PeerReviewed Selamat, Ali and Ng, Choon Ching and Selamat, Md. Hafiz and Bujang, S. D. A. (2009) Agent architecture for criminal mobile devices identification systems. In: Studies in Computational Intelligence. Elsevier, pp. 281-291. ISBN 978-364203957-7 http://dx.doi.org/10.1007/978-3-642-03958-4_24 DOI: 10.1007/978-3-642-03958-4_24
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic QA76 Computer software
spellingShingle QA76 Computer software
Selamat, Ali
Ng, Choon Ching
Selamat, Md. Hafiz
Bujang, S. D. A.
Agent architecture for criminal mobile devices identification systems
description Current techniques of language identification are based on a method that assigns one or more textual documents into a set of predefined languages that are relevant to page contents. In this paper, we proposed an agent architecture that is used in criminal mobile devices identification systems. It is based on the usage of a software agent to process at least one document by using a dictionary that belong to a set of languages in order to determine the type of language features to be used in the text preprocessing module. Then, the agent will map at least one of the documents with the content of the dictionary in order to identify the languages used in the text by the language identification agent. Finally, the digital forensic agent will check the potential criminal short messages through the predefined keyword repository of corresponding language. Form our experiments, the agent architecture has been able to identify correctly the types of languages written in the short text messaging (SMS) system.
format Book Section
author Selamat, Ali
Ng, Choon Ching
Selamat, Md. Hafiz
Bujang, S. D. A.
author_facet Selamat, Ali
Ng, Choon Ching
Selamat, Md. Hafiz
Bujang, S. D. A.
author_sort Selamat, Ali
title Agent architecture for criminal mobile devices identification systems
title_short Agent architecture for criminal mobile devices identification systems
title_full Agent architecture for criminal mobile devices identification systems
title_fullStr Agent architecture for criminal mobile devices identification systems
title_full_unstemmed Agent architecture for criminal mobile devices identification systems
title_sort agent architecture for criminal mobile devices identification systems
publisher Elsevier
publishDate 2009
url http://eprints.utm.my/id/eprint/12945/
http://dx.doi.org/10.1007/978-3-642-03958-4_24
_version_ 1643646075871952896
score 13.211869

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