Digital libraries - Classification and visualization techniques

被引:2
|
作者
Merkl, D [1 ]
Rauber, A [1 ]
机构
[1] Vienna Tech Univ, Inst Softwaretech, A-1040 Vienna, Austria
关键词
D O I
10.1109/DLRP.2000.942206
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The constantly increasing flood of available textual information demands for the development of powerful tools to organize, search, and explore these document libraries. Within the framework of the SOMLib digital library project we have proposed the utilization of unsupervised artificial neural networks for document classification and an intuitive, user interface relying on metaphor graphics for visualization of the contents of the digital library.
引用
收藏
页码:434 / 438
页数:5
相关论文
共 50 条
  • [1] Visualization in digital libraries
    Bertini, E
    Catarci, T
    Di Bello, L
    Kimani, S
    [J]. FROM INTEGRATED PUBLICATION AND INFORMATION SYSTEMS TO VIRTUAL INFORMATION AND KNOWLEDGE ENVIRONMENTS: ESSAYS DEDICATED TO ERICH J NEUHOLD ON THE OCCASION OF HIS 65TH BIRTHDAY, 2005, 3379 : 183 - 196
  • [2] Metadata Visualization in Digital Libraries
    Neverilova, Zuzana
    [J]. RESEARCH AND ADVANCED TECHNOLOGY FOR DIGITAL LIBRARIES, TPDL 2011, 2011, 6966 : 442 - 445
  • [3] Domain visualization for digital libraries
    Chen, CM
    [J]. 2000 IEEE INTERNATIONAL CONFERENCE ON INFORMATION VISUALISATION, PROCEEDINGS, 2000, : 261 - 267
  • [4] An evaluation methodology for coordinated event visualization in digital libraries
    Chung, WY
    Chaboya, LG
    O'Toole, CD
    Atabakhsh, H
    [J]. JCDL 2004: PROCEEDINGS OF THE FOURTH ACM/IEEE JOINT CONFERENCE ON DIGITAL LIBRARIES: GLOBAL REACH AND DIVERSE IMPACT, 2004, : 393 - 393
  • [5] Exploring digital libraries: Integrating browsing, searching, and visualization
    Shen, Rao
    Vemuri, Naga Srinivas
    Fan, Weiguo
    da S. Torres, Ricardo
    Fox, Edward A.
    [J]. Opening Information Horizons, 2006, : 1 - 10
  • [6] A lightweight protocol between digital libraries and visualization systems
    Shen, R
    Wang, J
    Fox, EA
    [J]. VISUAL INTERFACES TO DIGITAL LIBRARIES, 2002, 2539 : 217 - 226
  • [7] APPLICATION OF NONLINEAR WATERMARK TECHNIQUES IN DIGITAL LIBRARIES
    Zhao Jian Zhou Mingquan Electronic Science Department Northwest University Xian China Computer Science Department Northwest University Xian China
    [J]. Journal of Electronics., 2005, (05) - 527
  • [8] APPLICATION OF NONLINEAR WATERMARK TECHNIQUES IN DIGITAL LIBRARIES
    Zhao Jian Zhou Mingquan (Electronic Science Department
    [J]. Journal of Electronics(China), 2005, (05) : 524 - 527
  • [9] Document Type Classification in Online Digital Libraries
    Caragea, Cornelia
    Wu, Jian
    Gollapalli, Sujatha Das
    Giles, C. Lee
    [J]. THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2016, : 3997 - 4002
  • [10] Dynamically constructing classification rules with visualization techniques
    Liu, D
    Sprague, A
    Manne, U
    [J]. IKE '04: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE ENGNINEERING, 2004, : 126 - 131