• DocumentCode
    401689
  • Title

    Methods for meta-information maintenance in rough set theory

  • Author

    Su, Jian ; Gao, Ji

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Zhejiang Univ., China
  • Volume
    3
  • fYear
    2003
  • fDate
    2-5 Nov. 2003
  • Firstpage
    1527
  • Abstract
    Meta-information is a compact description of a distributed information system or its subsystems, and meta-information mechanism is an effective means to extend traditional rough set methods to distributed data environment. Object manipulation operations, e.g. deletion, insertion, and update, may happen to the information system. The meta-information of information system may be changed by these operations and need to be maintained in time. The methods for meta-information maintenance are proposed in this paper. The meta-information can be maintained dynamically to keep consistency with the underlying data of information system, which strongly enhance the practicability of meta-information mechanism.
  • Keywords
    distributed processing; inference mechanisms; information systems; meta data; rough set theory; distributed data environment; distributed information system; metainformation maintenance; object manipulation operations; rough set theory; Computer science; Costs; Data mining; Decision making; Distributed information systems; Information systems; Machine learning; Relational databases; Set theory; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2003 International Conference on
  • Print_ISBN
    0-7803-8131-9
  • Type

    conf

  • DOI
    10.1109/ICMLC.2003.1259737
  • Filename
    1259737