DocumentCode :
2471682
Title :
Realization of data-knowledge coordination model by an object deputy based method
Author :
Peng, Zhiyong ; Kambayashi, Yahiko ; Chen, Qiming
Author_Institution :
Fac. of Eng., Kyoto Univ., Japan
fYear :
1995
fDate :
6-7 Mar 1995
Firstpage :
140
Lastpage :
147
Abstract :
The described data-knowledge coordination model is suitable for the integration of databases (DBs) and knowledge bases (KBs) under a distributed environment. Since data and knowledge are classified in different ways (data by their attributes and knowledge by their subjects), the model introduces the concept of context modules to realize dynamic coupling of the independently managed data and knowledge for various applications. It allows three kinds of hierarchies: data object hierarchies for data integration, knowledge object hierarchies for knowledge integration, and context module hierarchies for data-knowledge coordination. We discuss an object deputy-based method for realization of this model by Smalltalk. The interpretive nature of Smalltalk can realize dynamic links among multiple DBs and KBs. Through these links, the independently managed data and knowledge are imported into and treated as objects in Smalltalk, where data and knowledge are integrated by their respective deputy object hierarchies, which can be constructed by deputy mechanisms introduced by the authors. The context module hierarchies for coordination of the integrated data and knowledge are realized based on the model-view-controller architecture of Smalltalk. Realization of the data-knowledge coordination model in this way can achieve desirable features, including autonomy, multiple viewpoints and dynamic classification
Keywords :
Smalltalk; data structures; database theory; deductive databases; distributed databases; knowledge based systems; object-oriented databases; Smalltalk; attribute-based classification; autonomy; context module hierarchies; data integration; data object hierarchies; data-knowledge coordination model; database/knowledge base integration; deputy object hierarchies; distributed environment; dynamic classification; dynamic coupling; dynamic links; independently managed data; interpretive nature; knowledge integration; knowledge object hierarchies; model-view-controller architecture; multiple viewpoints; object deputy based method; subject-based classification; Context modeling; Data engineering; Distributed databases; Knowledge based systems; Knowledge engineering; Knowledge management; Merging; Object oriented modeling;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Research Issues in Data Engineering, 1995: Distributed Object Management, Proceedings. RIDE-DOM '95. Fifth International Workshop on
Conference_Location :
Taipei
Print_ISBN :
0-8186-7056-8
Type :
conf
DOI :
10.1109/RIDE.1995.378734
Filename :
378734
Link To Document :
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