One RBFCM based Maintenance Coordinator Algorithm of KDD

摘要：

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.

关键词： Knowledge Discovery in Database (KDD) Double Bases Cooperating Mechanism Maintenance Coordinator Rule-based Fuzzy Cognitive Map (RBFCM)

作者: Zhen Peng Bingru Yang Lei Bai

作者单位: Department of Computer, North China Institute of Science and Technology, Beijing, 101601, China Scho School of Information Engineering,Beijing University of Science and Technology, Beijing,100083, Chin Department of Computer, North China Institute of Science and Technology, Beijing, 101601, China

会议类型: 国际会议

会议名称: 2009年中国控制与决策会议(2009 Chinese Control and Decision Conference)

会议地点: 广西桂林

会议语种:英文

页码: 3892-3895

在线出版日期: 2009-06-17（万方平台首次上网日期，不代表论文的发表时间）