DocumentCode
3634293
Title
Rapid modeling and analysis with QGENIE
Author
Marek J. Drużdżel
Author_Institution
Decision Systems Laboratory, School of Information Sciences and Intelligent Systems Program, University of Pittsburgh, PA 15260, USA
fYear
2009
Firstpage
157
Lastpage
164
Abstract
QGENIE is a specialized interface to GENIE, a decision modeling environment developed by the Decision Systems Laboratory, University of Pittsburgh. QGENIE allows for rapid construction of graphical models in which all variables are propositional, almost no numerical probabilities are displayed at the user interface, and degrees of truth of propositions are displayed by means of node colors. All numerical parameters, such as prior probability distributions over variables and strengths of influences between variables, are entered by means of graphical sliders. While the underlying computations are all numerical and based on Bayesian updating, QGENIE makes the impression of a qualitative, ?order of magnitude? type system that aids rapid model building and an approximate analysis of systems.
Keywords
"Bayesian methods","User interfaces","Probability distribution","Random variables","Business","Brain modeling","Computer science","Graphical models","Predictive models","Information technology"
Publisher
ieee
Conference_Titel
Computer Science and Information Technology, 2009. IMCSIT ´09. International Multiconference on
ISSN
2157-5525
Print_ISBN
978-1-4244-5314-6
Type
conf
DOI
10.1109/IMCSIT.2009.5352732
Filename
5352732
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