Intelligent Database Systems Lab 國國國國國國國國 National Yunlin University of Science and Technology 1 Multilingual document mining and navigation using self-organizing maps Presenter : Keng-Yu Lin Author : Hsin-Chang Yang , Han-Wei Hsiao , Chung-Hong Lee IPM .2011
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Multilingual document mining and navigation using self-organizing maps
Multilingual document mining and navigation using self-organizing maps. Presenter : Keng -Yu Lin Author : Hsin -Chang Yang , Han-Wei Hsiao , Chung-Hong Lee IPM .2011. Outlines. Motivation Objectives Methodology Experiments Conclusions Comments. Motivation. - PowerPoint PPT Presentation
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Intelligent Database Systems Lab
國立雲林科技大學National Yunlin University of Science and Technology
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Multilingual document mining and navigation using self-organizing maps
Presenter : Keng-Yu LinAuthor : Hsin-Chang Yang , Han-Wei Hsiao , Chung-Hong Lee
· Monolingual interface may limit the spread of users who unfamiliar with the language.
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Intelligent Database Systems Lab
N.Y.U.S.T.
I. M.
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Objectives
· To propose an approach that could automatically arrange multilingual Web pages into a multilingual Web directory to break the language barriers in Web navigation.
Intelligent Database Systems Lab
N.Y.U.S.T.
I. M.Methodology
· Preprocessing Word segmentation Stopword elimination Stemming Keyword selection
· Encoding All keywords of all documents are collected to build a vocabulary VE.
A document is encoded into a binary vector according to those keywords that occurred in it.