• DocumentCode
    3221671
  • Title

    WKMSD: Using knowledge base for work flows of distributed integrated systems by a proposed algorithm with data mining mechanism

  • Author

    Delavar, Arash Ghorbannia ; Feizollahi, Majid ; Anisi, Nasim

  • Author_Institution
    Payame Noor Univ., Tehran, Iran
  • fYear
    2011
  • fDate
    27-29 May 2011
  • Firstpage
    49
  • Lastpage
    53
  • Abstract
    In this paper, with using knowledge base, we will present work flows of distributed integrated systems by the Proposed WKMSD algorithm with data mining mechanism. Using index parameters, WKMSD Proposed algorithm has decreased data abundance accumulation percentage and the new algorithm presents a technical method so that, using it, we may reduce the information search time at the banks. Using K-Means algorithm, new WKMSD algorithm presents a new technique which considering the range of data clustering, reduction of repetitive data, and selection of the optimal location for collecting data reduces the final scheduling in information bank search survey. This new technique creates information processing through updating and sharing of data by a cycle for using the resulted product in which the speed obtained from new algorithm process with data mining mechanism for distributed integrated systems has increased. The new WKMSD Proposed algorithm has a higher performance and dependability and, eventually, the volume of records is considerably reduced compared with data scheduling survey.
  • Keywords
    data mining; distributed processing; knowledge based systems; pattern clustering; K-means algorithm; WKMSD; data clustering; data mining; data sharing; data updating; distributed integrated system; index parameters; information bank search survey; information processing; information search time reduction; knowledge base; repetitive data reduction; work flows; Data Mining; Dependability; ERPASD; ERPSD; Knowledge Base; Scheduling; WKMSD;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication Software and Networks (ICCSN), 2011 IEEE 3rd International Conference on
  • Conference_Location
    Xi´an
  • Print_ISBN
    978-1-61284-485-5
  • Type

    conf

  • DOI
    10.1109/ICCSN.2011.6013773
  • Filename
    6013773