• DocumentCode
    3030635
  • Title

    The method of processing the uncertainty knowledge on incomplete domain

  • Author

    Wang, Quanrui ; Guo, Xiaojuan ; Li, Ning ; Wang, Jianping

  • Author_Institution
    Sch. of Inf. Eng., Henan Inst. of Sci. & Technol., Xinxiang, China
  • fYear
    2011
  • fDate
    26-28 July 2011
  • Firstpage
    863
  • Lastpage
    865
  • Abstract
    There are many reasons to cause the uncertainty of knowledge. The method of rough sets can be used to process the uncertainty knowledge caused by rough approximation´s boundary on the given domain. For some tremendous domains such as n-dimensional space, people may not fully understand and master of all information but only know some of information about it. It is difficult to get the knowledge of incomplete domain with using the limited information. With the concepts of rough membership function and rough inclusion, a method was proposed to process the uncertainty knowledge that it can be get some part knowledge of unknown sets with knowledge of known sets on the incomplete domain.
  • Keywords
    knowledge based systems; rough set theory; uncertainty handling; incomplete domain; rough approximation boundary; rough sets; uncertainty knowledge; Approximation methods; Cognition; Finite element methods; Information systems; Rough sets; Uncertainty; rough inclusion; rough membership function; rough observable set; rough set;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Technology (ICMT), 2011 International Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-61284-771-9
  • Type

    conf

  • DOI
    10.1109/ICMT.2011.6002099
  • Filename
    6002099