Automatic categorization of geography examination questions.

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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Bibliographic Details
Main Author: Chong, Serene Yee Soon.
Other Authors: Goh, Dion Hoe Lian
Format: Theses and Dissertations
Published: 2008
Subjects:
DRNTU::Engineering::Computer science and engineering::Computing methodologies::Document and text processing
Online Access:http://hdl.handle.net/10356/1863
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Institution: Nanyang Technological University
Description
Summary: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.

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