Automated document preprocessing for text categorization

This study deals with the document preprocessing step of Text Categorization System (TCS) done by previous researcher. Previously, the document used for TCS was entered manually by key-in the abstract of the document into database.So it will burden if it involves a large volume of articles.In this s...

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Main Authors: Abd Rahman, Suraya, Sainin, Mohd Shamrie
Format: Conference or Workshop Item
Language:English
Published: 2006
Subjects:
Online Access:http://repo.uum.edu.my/9590/1/Sur.pdf
http://repo.uum.edu.my/9590/
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spelling my.uum.repo.95902014-03-10T08:56:54Z http://repo.uum.edu.my/9590/ Automated document preprocessing for text categorization Abd Rahman, Suraya Sainin, Mohd Shamrie QA76 Computer software This study deals with the document preprocessing step of Text Categorization System (TCS) done by previous researcher. Previously, the document used for TCS was entered manually by key-in the abstract of the document into database.So it will burden if it involves a large volume of articles.In this study, the extraction based approach was applied in order to automate the document preprocessing. One module was added into the prototype of text categorization system that is used to add document into database. 2006 Conference or Workshop Item NonPeerReviewed application/pdf en http://repo.uum.edu.my/9590/1/Sur.pdf Abd Rahman, Suraya and Sainin, Mohd Shamrie (2006) Automated document preprocessing for text categorization. In: Master Projects Seminar, 2006, Fakulti Teknologi Maklumat, Universiti Utara Malaysia. (Unpublished)
institution Universiti Utara Malaysia
building UUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Utara Malaysia
content_source UUM Institutionali Repository
url_provider http://repo.uum.edu.my/
language English
topic QA76 Computer software
spellingShingle QA76 Computer software
Abd Rahman, Suraya
Sainin, Mohd Shamrie
Automated document preprocessing for text categorization
description This study deals with the document preprocessing step of Text Categorization System (TCS) done by previous researcher. Previously, the document used for TCS was entered manually by key-in the abstract of the document into database.So it will burden if it involves a large volume of articles.In this study, the extraction based approach was applied in order to automate the document preprocessing. One module was added into the prototype of text categorization system that is used to add document into database.
format Conference or Workshop Item
author Abd Rahman, Suraya
Sainin, Mohd Shamrie
author_facet Abd Rahman, Suraya
Sainin, Mohd Shamrie
author_sort Abd Rahman, Suraya
title Automated document preprocessing for text categorization
title_short Automated document preprocessing for text categorization
title_full Automated document preprocessing for text categorization
title_fullStr Automated document preprocessing for text categorization
title_full_unstemmed Automated document preprocessing for text categorization
title_sort automated document preprocessing for text categorization
publishDate 2006
url http://repo.uum.edu.my/9590/1/Sur.pdf
http://repo.uum.edu.my/9590/
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score 13.252575