Automatic categorization of geography examination questions.

Text categorization as part of Text Mining (or Data Mining) methods is used to automate the classification of geography examination questions. It employs machine learning classifiers such as Naive Bayes and Support Vector Machine to categorize examination questions for the topic hierarchies in a We...

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Main Author: Chong, Serene Yee Soon.
Other Authors: Goh, Dion Hoe Lian
Format: Theses and Dissertations
Published: 2008
Subjects:
Online Access:http://hdl.handle.net/10356/1863
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-18632019-12-10T12:22:08Z Automatic categorization of geography examination questions. Chong, Serene Yee Soon. Goh, Dion Hoe Lian Wee Kim Wee School of Communication and Information DRNTU::Engineering::Computer science and engineering::Computing methodologies::Document and text processing Text categorization as part of Text Mining (or Data Mining) methods is used to automate the classification of geography examination questions. It employs machine learning classifiers such as Naive Bayes and Support Vector Machine to categorize examination questions for the topic hierarchies in a Web-based digital library application, GeogDL. Master of Science (Information Studies) 2008-09-10T08:36:54Z 2008-09-10T08:36:54Z 2004 2004 Thesis http://hdl.handle.net/10356/1863 Nanyang Technological University application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
topic DRNTU::Engineering::Computer science and engineering::Computing methodologies::Document and text processing
spellingShingle DRNTU::Engineering::Computer science and engineering::Computing methodologies::Document and text processing
Chong, Serene Yee Soon.
Automatic categorization of geography examination questions.
description Text categorization as part of Text Mining (or Data Mining) methods is used to automate the classification of geography examination questions. It employs machine learning classifiers such as Naive Bayes and Support Vector Machine to categorize examination questions for the topic hierarchies in a Web-based digital library application, GeogDL.
author2 Goh, Dion Hoe Lian
author_facet Goh, Dion Hoe Lian
Chong, Serene Yee Soon.
format Theses and Dissertations
author Chong, Serene Yee Soon.
author_sort Chong, Serene Yee Soon.
title Automatic categorization of geography examination questions.
title_short Automatic categorization of geography examination questions.
title_full Automatic categorization of geography examination questions.
title_fullStr Automatic categorization of geography examination questions.
title_full_unstemmed Automatic categorization of geography examination questions.
title_sort automatic categorization of geography examination questions.
publishDate 2008
url http://hdl.handle.net/10356/1863
_version_ 1681049619874709504