Margita Altus - Decision Support for Conceptual Database Design Based on the Evidence Theory

An Intelligent Dialogue Interface for Conceptual Database Design

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The aim of this work is to present a database design information system, which integrates two important cornerstones of communication. On the on side, it provides an intelligent dialogue interface for conceptual database design; the interactive behaviour of a design dialogue interface facilitates the communication of consistent design information. On the other side, the design information system serves as design information mediator in human-human communication. Conceptual database design is widely recognized as a complex database application. The formalized meta-model serves as communication context for the application conceptual database design. Therefore, it deserves the main attention in the presented work.

Unfortunately, existing database design tools have countless shortcomings. One broad class of these shortcomings arises from the fact that these systems lack the means to actively collaborate with the designer over extended periods of time. This work eliminates this disadvantage. It describes our efforts and future directions to address this problem by tightly coupling the conceptual design process with an explicit designer model. Knowing the plans and beliefs of the designer is the most important prerequisite for a self-adaptable design dialogue system. A design system with a designer-adapted design methodology has been proposed by the author. It is based on an explicit representation of information about the designer and knowledge of the designer. An inductive mechanism, based on the Dempster-Shafer theory of evidence, provides the framework for the calculation designer‘s belief. It is predicated on information about the individual design process behaviour of a designer. Of designer‘s belief provides arguments for or against some hypotheses about the next design step.

The need for a computer-aided design methodology with graphical notation has been well-motivated with a tremendous effort through the exhaustive presentation of the…

Schlagworte

Extended entity-relationship model, Design methodology, Meta-data modelling, User modelling, Dempster-Shafer theory, Database design system, Integrity constraints, Communication, Informatik

  • Schriftenreihe
    Forschungsergebnisse zur Informatik
  • ISSN
    1435-6260
  • Band
    57

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