Automatic Classification of Uighur Web Pages

Author

Xu Guixian ; Gao Xu ; Zhao Xiaobing ; Yang Guosheng

Author_Institution

Coll. of Inf. Eng., Minzu Univ. of China, Beijing, China

fYear

2013

fDate

16-18 Jan. 2013

Firstpage

390

Lastpage

393

Abstract

In this paper, we introduce a classification approach for Uighur web pages. It utilizes the class feature dictionary and Cosine similarity computation to classify the Uighur web pages into the predefined classes rapidly and accurately. The experimental result shows that the approach has a good classification performance for Uighur web pages classification. It is useful and helpful for the construction of the statistical and rule-based classification of Uighur texts as well as construction of high-quality Uighur corpus.

Keywords

Internet; knowledge based systems; natural language processing; pattern classification; statistical analysis; text analysis; Uighur Web page; Uighur corpus; Uighur text; Web page classification; class feature dictionary; classification performance; cosine similarity computation; rule-based classification; statistical classification; Dictionaries; Feature extraction; Information processing; Kernel; Text categorization; Web pages; Classification of Web Pages; Text classification; Uighur Information Processing;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent System Design and Engineering Applications (ISDEA), 2013 Third International Conference on

Conference_Location

Hong Kong

Print_ISBN

978-1-4673-4893-5

Type

conf

DOI

10.1109/ISDEA.2012.97

Filename

6456317