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
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;
Conference_Titel :
Advanced Management Science (ICAMS), 2010 IEEE International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-6931-4
DOI :
10.1109/ICAMS.2010.5552917
