Text classification using Naive Bayes: An experiment to conference paper

The basic text classification technique in forum application has been discussed in Sainin (2005a) and Sainin (2005b).The paper explains about the use of the basic naïve Bayes algorithm to classify forum text me ssages into two classes namely clean and bad. In the problem of document text classific...

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Main Author: Sainin, Mohd Shamrie
Format: Conference or Workshop Item
Language:English
Published: 2005
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Online Access:http://repo.uum.edu.my/12432/1/ICOQSIA_shamrie.pdf
http://repo.uum.edu.my/12432/
http://lintas.uum.edu.my:8080/elmu/index.jsp?module=webopac-l&action=fullDisplayRetriever.jsp&szMaterialNo=0000332840
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spelling my.uum.repo.124322014-10-26T08:30:46Z http://repo.uum.edu.my/12432/ Text classification using Naive Bayes: An experiment to conference paper Sainin, Mohd Shamrie HD28 Management. Industrial Management The basic text classification technique in forum application has been discussed in Sainin (2005a) and Sainin (2005b).The paper explains about the use of the basic naïve Bayes algorithm to classify forum text me ssages into two classes namely clean and bad. In the problem of document text classification for conference paper, various papers themes will normally be classified manually by the conference management.Once the classification of the papers is ready, the parallel sessions for presentation according to the themes will be scheduled. This process is time consuming and may classify papers into unrelated themes.Based on this situation, an automated text document classification can replace the manual classification; hence reduce the decision time.In this paper, the similar algorithm that was applied in the previous experiment for the forum messages classification will be discussed according to the experiment for conference paper classification. 2005-12-06 Conference or Workshop Item NonPeerReviewed application/pdf en http://repo.uum.edu.my/12432/1/ICOQSIA_shamrie.pdf Sainin, Mohd Shamrie (2005) Text classification using Naive Bayes: An experiment to conference paper. In: International Conference on Quantitative Sciences and Its Applications 2005 (ICOQSIA 2005), 6-8, December 2005, Penang, Malaysia. (Unpublished) http://lintas.uum.edu.my:8080/elmu/index.jsp?module=webopac-l&action=fullDisplayRetriever.jsp&szMaterialNo=0000332840
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 HD28 Management. Industrial Management
spellingShingle HD28 Management. Industrial Management
Sainin, Mohd Shamrie
Text classification using Naive Bayes: An experiment to conference paper
description The basic text classification technique in forum application has been discussed in Sainin (2005a) and Sainin (2005b).The paper explains about the use of the basic naïve Bayes algorithm to classify forum text me ssages into two classes namely clean and bad. In the problem of document text classification for conference paper, various papers themes will normally be classified manually by the conference management.Once the classification of the papers is ready, the parallel sessions for presentation according to the themes will be scheduled. This process is time consuming and may classify papers into unrelated themes.Based on this situation, an automated text document classification can replace the manual classification; hence reduce the decision time.In this paper, the similar algorithm that was applied in the previous experiment for the forum messages classification will be discussed according to the experiment for conference paper classification.
format Conference or Workshop Item
author Sainin, Mohd Shamrie
author_facet Sainin, Mohd Shamrie
author_sort Sainin, Mohd Shamrie
title Text classification using Naive Bayes: An experiment to conference paper
title_short Text classification using Naive Bayes: An experiment to conference paper
title_full Text classification using Naive Bayes: An experiment to conference paper
title_fullStr Text classification using Naive Bayes: An experiment to conference paper
title_full_unstemmed Text classification using Naive Bayes: An experiment to conference paper
title_sort text classification using naive bayes: an experiment to conference paper
publishDate 2005
url http://repo.uum.edu.my/12432/1/ICOQSIA_shamrie.pdf
http://repo.uum.edu.my/12432/
http://lintas.uum.edu.my:8080/elmu/index.jsp?module=webopac-l&action=fullDisplayRetriever.jsp&szMaterialNo=0000332840
_version_ 1644280910710833152
score 13.252575