Agricultural Ontology Based Feature Optimization for Agricultural Text Clustering

Feature optimization is important to agricultural text mining. Usually, the vector space model is used to represent text documents. However, this basic approach still suffers from two drawbacks: the curse of dimension and the lack of semantic information. In this paper, a novel ontology-based featur...

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Bibliographic Details
Main Authors: Ya-ru SU, Ru-jing WANG, Peng CHEN, Yuan-yuan WEI, Chuan-xi LI, Yi-min HU
Format: Article
Language:English
Published: Elsevier 2012-05-01
Series:Journal of Integrative Agriculture
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2095311912600641