Identifying the Dominant Language of Web Page Using Supervised N-grams
Natural language processing is an emerging technology in linguistic industry and an aid to human-computer interaction in computer science. Language identification, on the other hand, is a form of pattern recognition that helps to identify predefined language of a web page and to predict the unknow...
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| Main Authors: | , , , |
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| Format: | Article |
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Conference Publishing Services (CPS)
2013
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| Subjects: | |
| Online Access: | http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6516378 http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6516378 http://umpir.ump.edu.my/6869/1/dentifying_the_Dominant_Language_of_Web_Page_Using_Supervised_N-grams.pdf |
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| Summary: | Natural language processing is an emerging technology
in linguistic industry and an aid to human-computer
interaction in computer science. Language identification, on the other hand, is a form of pattern recognition that helps to identify predefined language of a web page and to predict the unknown language of one particular text. Written texts are constructed by common features such as character, word and n-gram and these characteristics are unique among languages. From the experiment result, the performance of the supervised n-gram produces an accurate identification value and outperforms the distance measurement on Arabic script web pages. |
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