DocumentCode
1649120
Title
Research on text categorization based on machine learning
Author
Wanjun, Yu ; Xiaoguang, Song
Author_Institution
Sch. of Inf. Eng., Northeast Dianli Univ., Jilin, China
Volume
2
fYear
2010
Firstpage
253
Lastpage
255
Abstract
In recent years, text categorization based on machine learning is a widely used technology in the field of information retrieval and text mining and has gained many advances. This paper presents a survey on the up-to-date development in text categorization based on machine learning, including model, algorithm and evaluation and introduces some machine learning methods applied in text categorization.
Keywords
learning (artificial intelligence); text analysis; information retrieval; machine learning method; text categorization; text mining; Probabilistic logic; Support vector machines; evaluation method; feature extraction; machine learning; text categorization;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Management Science (ICAMS), 2010 IEEE International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-6931-4
Type
conf
DOI
10.1109/ICAMS.2010.5552917
Filename
5552917
Link To Document