DocumentCode
2309187
Title
A MA-based Web document classification algorithm
Author
Sun, Xia ; Wang, Ziqiang ; Zhang, Dexian
Author_Institution
Sch. of Inf. Sci. & Eng., Henan Univ. of Technol., Zhengzhou
fYear
2008
fDate
12-14 Dec. 2008
Firstpage
952
Lastpage
955
Abstract
The amount of online document has grown greatly in recent years due to the increase in popularity of the World Wide Web. Thus, developing an efficient document classification method to automatically manipulate Web document is of great importance. A novel memetic algorithm (MA)-based document classification algorithm is presented in this paper. The experimental results show that the proposed algorithm achieves much better performance than other related classification algorithms.
Keywords
Internet; document handling; MA-based Web document classification; World Wide Web; memetic algorithm; Classification algorithms; Databases; Evolutionary computation; Genetic algorithms; Internet; Machine learning; Machine learning algorithms; Support vector machine classification; Support vector machines; Web mining;
fLanguage
English
Publisher
ieee
Conference_Titel
IT in Medicine and Education, 2008. ITME 2008. IEEE International Symposium on
Conference_Location
Xiamen
Print_ISBN
978-1-4244-3616-3
Electronic_ISBN
978-1-4244-2511-2
Type
conf
DOI
10.1109/ITME.2008.4744008
Filename
4744008
Link To Document