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Example-Based Chinese Text Filtering Model

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Internet Applications (ICSC 1999)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1749))

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Abstract

This paper briefly describes the background of text filtering and proposes an example-based Chinese text filtering model. It analyzes the structure of the texts as example, extracts the keywords from the texts by means of the text hierarchical analysis presented in this paper, constructs the user profiles which consist of the keywords above, and then filters the new text collections. Consequently, based on the user feedback, it expands the number of example texts, applies the approach of Latent Semantic Indexing to filter texts, and updates the user profiles to improve the efficiency of text filtering systems.

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Author information

Authors and Affiliations

  1. Department of Computer, Northeastern University, 110006, Shenyang, China

    Lin Hongfei, Zhan Xuegang & Yao Tianshun

Authors
  1. Lin Hongfei
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  2. Zhan Xuegang
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  3. Yao Tianshun
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Editor information

Editors and Affiliations

  1. Department of Computer Science, The University of Hong Kong, Pokfulam Road, Hong Kong, China

    Lucas Chi Kwong Hui

  2. Department of Computer Science, Hong Kong University of Science and Technology,  

    Dik-Lun Lee

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© 1999 Springer-Verlag Berlin Heidelberg

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Hongfei, L., Xuegang, Z., Tianshun, Y. (1999). Example-Based Chinese Text Filtering Model. In: Hui, L.C.K., Lee, DL. (eds) Internet Applications. ICSC 1999. Lecture Notes in Computer Science, vol 1749. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-46652-9_45

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  • DOI: https://doi.org/10.1007/978-3-540-46652-9_45

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-66903-6

  • Online ISBN: 978-3-540-46652-9

  • eBook Packages: Springer Book Archive

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