You are required to read and agree to the below before accessing a full-text version of an article in the IDE article repository.

The full-text document you are about to access is subject to national and international copyright laws. In most cases (but not necessarily all) the consequence is that personal use is allowed given that the copyright owner is duly acknowledged and respected. All other use (typically) require an explicit permission (often in writing) by the copyright owner.

For the reports in this repository we specifically note that

  • the use of articles under IEEE copyright is governed by the IEEE copyright policy (available at http://www.ieee.org/web/publications/rights/copyrightpolicy.html)
  • the use of articles under ACM copyright is governed by the ACM copyright policy (available at http://www.acm.org/pubs/copyright_policy/)
  • technical reports and other articles issued by M‰lardalen University is free for personal use. For other use, the explicit consent of the authors is required
  • in other cases, please contact the copyright owner for detailed information

By accepting I agree to acknowledge and respect the rights of the copyright owner of the document I am about to access.

If you are in doubt, feel free to contact webmaster@ide.mdh.se

A case-based approach to decision analysis (Ein Fallbasiertes Verfahren zur Beschlussanalysis)

Authors:


Research group:


Publication Type:

Journal article

Venue:

at-Automatisierungstechnik

Publisher:

Oldenbourg Wissenschaftsverlag, Germany


Abstract

This paper proposes a novel approach for integrating case-based reasoning (CBR) and decision theory for case-based decision analysis. CBR is employed as a methodology to reason from previous cases for building a decision model given a current situation, while decision theory is applied to the decision model learnt from previous cases to identify the most promising, secured, and rational choices. We have also tackled the issue of imprecise utility in individual cases and explained how fuzzy decision analysis can be conducted when case specific utilities are represented with fuzzy data.In diesem Beitrag wird ein neues Verfahren zur Integration von fallbasiertem Schliessen und Beschluss-theorie vorgestellt. Fallbasiertes Schliessen wird angewendet um, ausgehend von vorherigen Fälle erstellten Beschlussmodells, die vielversprechenste, sicherste, und vernϋftigste Auswahl getroffen. Zusätzlich behandelt der Beitrag die Probleme, die bei unpräzisen Bewertung des Nutzens in einzelnen Fällen auftreten und es wird erläutert, wie unscharfe Beschlussanalysis ermöglicht werden kann, wenn diese Fall-spezifischen Nutzenwerte durch ungenaue Daten dargestellt werden.

Bibtex

@article{Xiong1530,
author = {Ning Xiong},
title = {A case-based approach to decision analysis (Ein Fallbasiertes Verfahren zur Beschlussanalysis)},
volume = {57},
number = {9},
pages = {477--485},
month = {September},
year = {2009},
journal = {at-Automatisierungstechnik},
publisher = {Oldenbourg Wissenschaftsverlag, Germany},
url = {http://www.es.mdu.se/publications/1530-}
}