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Author:

Yang, Zhen (Yang, Zhen.) (Scholars:杨震) | Fan, Ke-Feng (Fan, Ke-Feng.) | Lei, Jian-Jun (Lei, Jian-Jun.) | Guo, Jun (Guo, Jun.)

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Abstract:

By using the non-linear operators (such as Isomap, WordNet etc.), how to promote the traditional text information processing techniques to 'understanding' level was discussed. Based on manifold analysis, the distribution of Chinese words in a continuous semantic space was primarily studied. Short messages clustering based on WordNet was investigated. Experimental results prove that these methods can reflect the internal relation of texts.

Keyword:

Semantics Mathematical operators Ontology

Author Community:

  • [ 1 ] [Yang, Zhen]School of Computer, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Fan, Ke-Feng]Information Security Center, State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China
  • [ 3 ] [Fan, Ke-Feng]China Electronics Standardization Institute, Beijing 100007, China
  • [ 4 ] [Lei, Jian-Jun]School of Electronic Information Engineering, Tianjin University, Tianjin 300072, China
  • [ 5 ] [Guo, Jun]School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China

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Source :

Acta Electronica Sinica

ISSN: 0372-2112

Year: 2009

Issue: 3

Volume: 37

Page: 557-561

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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