• DocumentCode
    2774396
  • Title

    One RBFCM based maintenance coordinator algorithm of KDD

  • Author

    Peng, Zhen ; Yang, Bingru ; Bai, Lei

  • Author_Institution
    Dept. of Comput., North China Inst. of Sci. & Technol., Beijing, China
  • fYear
    2009
  • fDate
    17-19 June 2009
  • Firstpage
    3892
  • Lastpage
    3895
  • Abstract
    With the aim to improve the KDD process model and achieve the double bases(database and knowledge base) cooperating mechanism, the paper proposed one RBFCM based maintenance coordinator algorithm, which used RBFCM, a soft computing methodology, representing knowledge and inference in order to maintain in time knowledge base harmonizing with the database. On the one hand, maintenance coordinator algorithm need to keep the knowledge base up with database when three conditions happens, on the other hand, it can automatically solve self contradictions problems existing in knowledge base. Knowledge discovery systems equipped with the maintenance coordinator can evidently enhance the rehabilitation, self cognition and efficiency.
  • Keywords
    data mining; database management systems; fuzzy set theory; knowledge based systems; knowledge representation; software maintenance; KDD process model; RBFCM based maintenance coordinator algorithm; knowledge discovery in database; knowledge representation; rule-based fuzzy cognitive map; soft computing methodology; Cognition; Data engineering; Electronic mail; Fuzzy cognitive maps; Inference algorithms; Knowledge engineering; Knowledge representation; Paper technology; Psychology; Relational databases; Double Bases Cooperating Mechanism; Knowledge Discovery in Database (KDD); Maintenance Coordinator; Rule-based Fuzzy Cognitive Map (RBFCM);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference, 2009. CCDC '09. Chinese
  • Conference_Location
    Guilin
  • Print_ISBN
    978-1-4244-2722-2
  • Electronic_ISBN
    978-1-4244-2723-9
  • Type

    conf

  • DOI
    10.1109/CCDC.2009.5191496
  • Filename
    5191496