Scientific text topics discovery for e-science semantic grid environment

被引:0
|
作者
Luo, Xiangfeng [1 ]
Fang, Ning [1 ]
Yang, Zhe [1 ]
Xiao, Huizhe [1 ]
Xu, Weimin [1 ]
机构
[1] Shanghai Univ, Key Lab Grid Technol, Semant Grid & Web Content Anal Grp, Shanghai 200072, Peoples R China
基金
美国国家科学基金会;
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The characteristics of scientific text topics. discovery in e-science Semantic Grid environment is given firstly, and then a novel method about scientific text topics discovery is proposed. Thirdly the mean function of distances between topics to evaluate the scientific text topics discovery process is also presented. Finally, we adopt the texts of GCC2003 to prove that the proposed method has the ability in composition and decomposition as well as higher semantics; therefore the proposed method can provide researchers with more accurate knowledge services in e-science Semantic Grid environment and has bright future.
引用
收藏
页码:440 / +
页数:2
相关论文
共 50 条
  • [1] Semantic representation of scientific documents for the e-science Knowledge Grid
    Luo, Xiangfeng
    Fang, Ning
    Hu, Bo
    Yan, Kai
    Xiao, Huizhe
    [J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2008, 20 (07): : 839 - 862
  • [2] E-science: The grid and the semantic Web
    De Roure, D
    Hendler, JA
    [J]. IEEE INTELLIGENT SYSTEMS, 2004, 19 (01) : 65 - 71
  • [3] Understanding semantic aware Grid middleware for e-Science
    Alper, Pinar
    Goble, Carole
    Corcho, Oscar
    [J]. COMPUTING AND INFORMATICS, 2008, 27 (01) : 93 - 118
  • [4] Semantic e-Science
    Xiaogang Ma
    Peter Fox
    Thomas Narock
    Brian Wilson
    [J]. Earth Science Informatics, 2015, 8 : 1 - 3
  • [5] Semantic e-Science
    Ma, Xiaogang
    Fox, Peter
    Narock, Thomas
    Wilson, Brian
    [J]. EARTH SCIENCE INFORMATICS, 2015, 8 (01) : 1 - 3
  • [6] China's E-science knowledge grid environment
    Zhuge, H
    [J]. IEEE INTELLIGENT SYSTEMS, 2004, 19 (01) : 13 - 17
  • [7] e-science and the Grid
    Kunze, M
    [J]. TOWARD AN INTERNATIONAL VIRTUAL OBSERVATORY, 2004, : 62 - 66
  • [8] Building knowledge flow of textual topics for the e-science Knowledge Grid
    Luo, Xiangfeng
    Yu, Zhian
    [J]. SIXTH INTERNATIONAL CONFERENCE ON GRID AND COOPERATIVE COMPUTING, PROCEEDINGS, 2007, : 693 - +
  • [9] Semantic e-Science (Preface)
    Chen, Huajun
    Wang, Yimin
    Wu, Zhaohui
    [J]. COMPUTING AND INFORMATICS, 2008, 27 (01) : 1 - 4
  • [10] From science to e-Science to Semantic e-Science: A Heliophysics case study
    Narock, Thomas
    Fox, Peter
    [J]. COMPUTERS & GEOSCIENCES, 2012, 46 : 248 - 254