Automatic Classification of Tibetan Web Pages

Author

Xu, Guixian ; Xiang, Chuncheng ; Gao, Xu ; Zhao, Xiaobing ; Yang, Guosheng

Author_Institution

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

Volume

3

fYear

2012

fDate

23-25 March 2012

Firstpage

423

Lastpage

426

Abstract

A classification approach for Tibetan web pages is introduced in this paper. It takes advantage of the class feature dictionary and Rocchio classification algorithm to classify the Tibetan web pages into the predefined classes rapidly and accurately. The experimental results present that the approach has better classification accuracy for Tibetan web pages classification. It is useful and helpful for the construction of the statistical and rule-based classification of Tibetan texts as well as construction of high-quality Tibetan corpus.

Keywords

Web sites; natural language processing; pattern classification; statistical analysis; text analysis; Rocchio classification algorithm; Tibetan texts; automatic Tibetan Web page classification; class feature dictionary; high-quality Tibetan corpus; rule-based classification; statistical classification; Classification algorithms; Dictionaries; Information processing; Kernel; Machine learning; Text categorization; Web pages; Classification of Web Pages; Text classification; Tibetan Information Processing;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer Science and Electronics Engineering (ICCSEE), 2012 International Conference on

Conference_Location

Hangzhou

Print_ISBN

978-1-4673-0689-8

Type

conf

DOI

10.1109/ICCSEE.2012.177

Filename

6188269