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
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;
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
DOI :
10.1109/ITME.2008.4744008