• 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