Advertisement
Published in:
2012 | OriginalPaper | Chapter
Word Semantic Orientation Calculation Algorithm Based on Dynamic Standard Word Set
Authors : Yun Sha, Ming Xia, Huina Jiang, Xiaohua Wang
Published in: Proceedings of the 2011 2nd International Congress on Computer Applications and Computational Science
Publisher: Springer Berlin Heidelberg
Activate our intelligent search to find suitable subject content or patents.
Select sections of text to find matching patents with Artificial Intelligence. powered by
Select sections of text to find additional relevant content using AI-assisted search. powered by
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.