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.
This project is supported by the Outstanding Young Foundation of Beijing (No. 2009D005005000004).
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Sha, Y., Xia, M., Jiang, H., Wang, X. (2012). Word Semantic Orientation Calculation Algorithm Based on Dynamic Standard Word Set. In: Gaol, F., Nguyen, Q. (eds) Proceedings of the 2011 2nd International Congress on Computer Applications and Computational Science. Advances in Intelligent and Soft Computing, vol 144. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-28314-7_18
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DOI: https://doi.org/10.1007/978-3-642-28314-7_18
Publisher Name: Springer, Berlin, Heidelberg
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