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New Technology of Library and Information Service  2009, Vol. 25 Issue (7-8): 54-58    DOI: 10.11925/infotech.1003-3513.2009.07-08.11
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Extending Inside-outside Algorithm by Using HowNet
Shi Jing   Zhang Lijuan
(College of Computer Science and Engineering, Changchun University of Technology, Changchun 130012,China)
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This paper presents an extending inside-outside algorithm by combining the knowledge of HowNet. And then the extending algorithm is used for Chinese semantic analysis. The experiments show the extending inside-outside algorithm can overcome the shortcomings of the original one, such as high training costs, local extremum and unsatisfactory similarity to the results given by linguists.

Key wordsInside-outside algorithm      Semantic dependency analysis      Unsupervised learning     
Received: 07 April 2009      Published: 25 August 2009


Corresponding Authors: Shi Jing     E-mail:
About author:: Shi Jing,Zhang Lijuan

Cite this article:

Shi Jing,Zhang Lijuan. Extending Inside-outside Algorithm by Using HowNet. New Technology of Library and Information Service, 2009, 25(7-8): 54-58.

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