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作者:

Liu, Chun-Nian (Liu, Chun-Nian.) | Song, Xia (Song, Xia.)

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摘要:

A new information extraction method which is based on Boosting algorithm is provided. It can automatically generate a rule based on a training instance. This rule is applied to training set and change the probability distribution on the weights of positive examples. Next instance will be selected from training set based on this distribution. A constraint named mode-match which can describe words that do not accord with lexical rules is provided too. As experiments show, for the texts with simple characters, both recall and precision can be achieved to 100%. Even for the texts with complex characters, the evaluation of F1 can be achieved to 80%.

关键词:

Information analysis Learning systems Pattern recognition Knowledge based systems Data mining

作者机构:

  • [ 1 ] [Liu, Chun-Nian]Multimedia and Intelligent Software Technology Lab., College of Computer Science, Beijing University of Technology, Beijing 100022, China
  • [ 2 ] [Song, Xia]Multimedia and Intelligent Software Technology Lab., College of Computer Science, Beijing University of Technology, Beijing 100022, China

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来源 :

Journal of Beijing University of Technology

ISSN: 0254-0037

年份: 2005

期: 2

卷: 31

页码: 199-203

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