Automatic text categorization based on content analysis with cognitive situation models

@article{Guo2010AutomaticTC,
  title={Automatic text categorization based on content analysis with cognitive situation models},
  author={Yi Guo and Zhiqing Shao and Nan Hua},
  journal={Inf. Sci.},
  year={2010},
  volume={180},
  pages={613-630}
}
Text categorization is an important research area of text mining. The original purpose of text categorization is to recognize, understand and organize different types of texts or documents. The general categorization approaches are treated as supervised learning, which infers similarity among a collection of categorized texts for training purposes. The existing categorization approaches are obviously not content-oriented and constrained at single word level. This paper introduces an innovative… CONTINUE READING