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Word Semantic Orientation Calculation Algorithm Based on Dynamic Standard Word Set

  • Yun Sha
  • Ming Xia
  • Huina Jiang
  • Xiaohua Wang
Part of the Advances in Intelligent and Soft Computing book series (AINSC, volume 144)

Abstract

Orientation calculation of words is the basis of orientation calculation on the large-scale text. Except some words, most of these word orientations are complex, and should be analysis in specific domain. The traditional algorithm of word orientation calculation relies mainly on the standard word set. The word orientation is calculated according to its semantic distance between words in the standard set. In this paper, a dynamic standard word set is build based on domain and part of speech information. The word orientation is calculated based on the corresponding standard set according to its domain and part of speech. The experiment results show that the proposed algorithm is reasonable. The domain and part of speech is useful for the orientation calculation.

Keywords

Semantic Distance Text Orientation Orientation Calculation Large Scale Database Semantic Orientation 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag GmbH Berlin Heidelberg 2012

Authors and Affiliations

  1. 1.Information EngineeringBeijing Institute of Petrochemical TechnologyBeijingChina

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