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作者:

Yao, Yiyu (Yao, Yiyu.) (学者:姚一豫) | Zeng, Yi (Zeng, Yi.) | Zhong, Ning (Zhong, Ning.)

收录:

EI Scopus

摘要:

Reading and literature exploration are important tasks of scientific research. However, conventional retrieval systems provide limited support for these tasks by concentrating on identifying relevant materials. New generation systems should provide additional support functionality by focusing on analyzing and organizing the retrieved materials. A framework of literature exploration support systems is proposed. Techniques of granular computing are used to construct granular knowledge structures from the contents, structures, and usages of scientific documents. The granular knowledge structures provide a high level understanding of scientific literature and hints regarding what has been done and what needs to be done. As a demonstration, we examine granular knowledge structures obtained from an analysis of papers from two rough sets related conferences. © Springer-Verlag Berlin Heidelberg 2007.

关键词:

Knowledge engineering Rough set theory Support vector machines

作者机构:

  • [ 1 ] [Yao, Yiyu]Department of Computer Science, University of Regina, Regina, Sask. S4S 0A2, Canada
  • [ 2 ] [Yao, Yiyu]International WIC Institute, Beijing University of Technology, Beijing, 100022, China
  • [ 3 ] [Zeng, Yi]International WIC Institute, Beijing University of Technology, Beijing, 100022, China
  • [ 4 ] [Zhong, Ning]International WIC Institute, Beijing University of Technology, Beijing, 100022, China
  • [ 5 ] [Zhong, Ning]Department of Information Engineering, Maebashi Institute of Technology, Maebashi-City, 371-0816, Japan

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来源 :

ISSN: 0302-9743

年份: 2007

卷: 4482 LNAI

页码: 182-189

语种: 英文

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 6

ESI高被引论文在榜: 0 展开所有

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