UM E-Theses Collection (澳門大學電子學位論文庫)
A new approach to automatic literature classification
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Wikipedia is a reliable website for many researchers. It holds a wealth of information on many topics. However, researchers may often find the information from a number of papers instead of Wikipedia. Being able to correctly get to the right papers is a big challenge. Since the amount of available papers is overwhelming, it is difficult for a researcher to find pertinent information if the submitted papers are not correctly classified. In this thesis, we shall introduce a method to analyze papers using keywords and assigned weightings. After the analysis, the method will allocate the paper to the appropriate category in the Wiki system. Finally, we did an evaluation for measuring the performance of the research method. The method is applied to 46 papers randomly selected from the Wiki site. The result of the classification fits well into the Wiki system, thus proving the validity of this approach.
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Ng, Ka Kit
Faculty of Science and Technology
Department of Computer and Information Science
Information resources management
Latent semantic indexing
Biuk-Aghai, Robert P.
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