GRAPH - BASED MODEL FOR TEXT REPRESENTATION
- University of Science, VNU-HCM
Correspondence to:
Anh Hoang Tu Nguyen,
University of Science, VNU-HCM.
Email:
pvphuc@hcmuns.edu.vn.
Published:
2009-04-15
Abstract
Text representation models are very important pre-processing step in various domains such as text mining, information retrieval, natural language processing. In this paper we summarize graph-based text representation models. Graph-based model can capture structural information such as the location, order and proximity of term occurrence, which is discarded under the standard text vector representation models. We have tested this graph model in Vietnamese text classification system.