Case based reasoning to model building

Author

Chi, Robert T. ; Whinston, Andrew B. ; Kiang, Melody Y.

Author_Institution

Dept. of Inf. Syst., California State Univ., Long Beach, CA, USA

fYear

1993

fDate

5-8 Jan 1993

Firstpage

324

Abstract

Model base management systems (MBMSs) handle complicated problems in decision support systems (DSSs). Deductive reasoning approaches are used to construct qualitative models to improve decision performance. A model construction mechanism is proposed based on a case based reasoner with a deductive reasoning mechanism. The case based reasoner performs model construction by retrieving previous similar model building experiences and adapting their solution plans for a new problem. The deductive reasoning mechanism is used to generalize cases in the case base to enlarge the scope of problem solving spaces

Keywords

case-based reasoning; decision support systems; model-based reasoning; DSSs; MBMSs; case based reasoner; decision performance; decision support systems; deductive reasoning mechanism; model base management systems; model building experiences; model construction; model construction mechanism; problem solving spaces; qualitative models; Algorithms; Buildings; Computer aided software engineering; Decision making; Decision support systems; Educational institutions; Knowledge based systems; Management information systems; Problem-solving; Prototypes;

fLanguage

English

Publisher

ieee

Conference_Titel

System Sciences, 1993, Proceeding of the Twenty-Sixth Hawaii International Conference on

Conference_Location

Wailea, HI

Print_ISBN

0-8186-3230-5

Type

conf

DOI

10.1109/HICSS.1993.284328

Filename

284328