Automatic text categorization based on K-nearest neighbor

Beijing Youdian Daxue Xuebao/Journal of Beijing University of Posts and Telecommunications

Volumn 24, Issue 1, 2001, Pages 42-46

  Sun, J ^a   Wang, W ^a   Zhong, Y X ^a  

^a BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

Author keywords

Automatic text categorization; K nearest neighbor; Natural language understanding; Vector space model

Indexed keywords

CLASSIFICATION (OF INFORMATION); MATHEMATICAL MODELS; NATURAL LANGUAGE PROCESSING SYSTEMS; STATISTICAL METHODS; VECTORS; WORD PROCESSING;

AUTOMATIC TEXT CATEGORIZATION; CENTRALIZED DEGREES; DECENTRALIZED DEGREES; K NEAREST NEIGHBOR; NATURAL LANGUAGE UNDERSTANDING; VECTOR SPACE MODELS; WEIGHT; WORD FREQUENCY;

TEXT PROCESSING;

EID: 0035265056     PISSN: 10075321     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (7)

1. Nearest neighbor pattern classification
2. Automated learning of decision rules for text categorization
3. A comparative study on feature selection in text categorization
4. An evaluation of statistical approaches to text categorization
5. A comparison of two learning algorithms for text categorization