SLOODS：A Self-Learning/Qrganizing Object-Oriented Database System Based on ObjectStore

Abstract

In this paper, we propose a system, Self-Learning/Organizing Object-oriented Database System (SLOODS), to embed object-oriented design in an integrated intelligent database system. To discover knowledge from the database, and automatic inductive self-learning mechanism for OODB (Object-Oriented Database) is designed to support the function. Then the Knowledge, stored in the persistent knowledge object network (KON), is further used to self-organize the database schema to adapt the versatile information. In this way, the induced knowledge in KON can be reused to create KBS or semantically optimize the database query. Thus, the system can be applied to develop applications of DBS and KBS simultaneously.