Generalised framework for multi-criteria method selection: Rule set database and exemplary decision support system implementation blueprints

Generalised framework for multi-criteria method selection: Rule set database and exemplary decision support system implementation blueprints

This data article describes the analysis of 56 MCDA (Multi-Criteria Decision Analysis) methods in regards to 9 decision-making problem characteristics structured into 3 levels. The impact of uncertainty in decision-making problem description on MCDA method selection is studied. 450,000 possible desc...

Full description

Bibliographic Details
Main Authors: Jarosław Wątróbski, Jarosław Jankowski, Paweł Ziemba, Artur Karczmarczyk, Magdalena Zioło
Format: Article
Language:English
Published: Elsevier 2019-02-01
Series:Data in Brief
Online Access:http://www.sciencedirect.com/science/article/pii/S2352340918315543
id doaj-47de927cde8c4cc0a5b0980d745fcc9b
record_format Article
spelling doaj-47de927cde8c4cc0a5b0980d745fcc9b2020-11-25T01:49:34ZengElsevierData in Brief2352-34092019-02-0122639642Generalised framework for multi-criteria method selection: Rule set database and exemplary decision support system implementation blueprintsJarosław Wątróbski0Jarosław Jankowski1Paweł Ziemba2Artur Karczmarczyk3Magdalena Zioło4Faculty of Economics and Management, University of Szczecin, Mickiewicza 64, 71-101, Szczecin, Poland; Corresponding author.Faculty of Computer Science and Information Systems, West Pomeranian University of Technology, Zolnierska 49, 71-210 Szczecin, PolandFaculty of Economics and Management, University of Szczecin, Mickiewicza 64, 71-101, Szczecin, PolandFaculty of Computer Science and Information Systems, West Pomeranian University of Technology, Zolnierska 49, 71-210 Szczecin, PolandFaculty of Economics and Management, University of Szczecin, Mickiewicza 64, 71-101, Szczecin, PolandThis data article describes the analysis of 56 MCDA (Multi-Criteria Decision Analysis) methods in regards to 9 decision-making problem characteristics structured into 3 levels. The impact of uncertainty in decision-making problem description on MCDA method selection is studied. 450,000 possible descriptions of a decision problem were studied, resulting in sets of rules which can serve as input to uncertainty-aware MCDA method selection decision support systems. Comprehensive analyses of the obtained rule sets are provided. An exemplary decision support system based on the presented data was created and is available at http://www.mcda.it. Moreover the technical documentation needed to create and expand such system is provided in this data article. The data and system can be easily extended and the authors invite all researchers to contribute.http://www.sciencedirect.com/science/article/pii/S2352340918315543
collection DOAJ
language English
format Article
sources DOAJ
author Jarosław Wątróbski
Jarosław Jankowski
Paweł Ziemba
Artur Karczmarczyk
Magdalena Zioło
spellingShingle Jarosław Wątróbski
Jarosław Jankowski
Paweł Ziemba
Artur Karczmarczyk
Magdalena Zioło
Generalised framework for multi-criteria method selection: Rule set database and exemplary decision support system implementation blueprints
Data in Brief
author_facet Jarosław Wątróbski
Jarosław Jankowski
Paweł Ziemba
Artur Karczmarczyk
Magdalena Zioło
author_sort Jarosław Wątróbski
title Generalised framework for multi-criteria method selection: Rule set database and exemplary decision support system implementation blueprints
title_short Generalised framework for multi-criteria method selection: Rule set database and exemplary decision support system implementation blueprints
title_full Generalised framework for multi-criteria method selection: Rule set database and exemplary decision support system implementation blueprints
title_fullStr Generalised framework for multi-criteria method selection: Rule set database and exemplary decision support system implementation blueprints
title_full_unstemmed Generalised framework for multi-criteria method selection: Rule set database and exemplary decision support system implementation blueprints
title_sort generalised framework for multi-criteria method selection: rule set database and exemplary decision support system implementation blueprints
publisher Elsevier
series Data in Brief
issn 2352-3409
publishDate 2019-02-01
description This data article describes the analysis of 56 MCDA (Multi-Criteria Decision Analysis) methods in regards to 9 decision-making problem characteristics structured into 3 levels. The impact of uncertainty in decision-making problem description on MCDA method selection is studied. 450,000 possible descriptions of a decision problem were studied, resulting in sets of rules which can serve as input to uncertainty-aware MCDA method selection decision support systems. Comprehensive analyses of the obtained rule sets are provided. An exemplary decision support system based on the presented data was created and is available at http://www.mcda.it. Moreover the technical documentation needed to create and expand such system is provided in this data article. The data and system can be easily extended and the authors invite all researchers to contribute.
url http://www.sciencedirect.com/science/article/pii/S2352340918315543
work_keys_str_mv AT jarosławwatrobski generalisedframeworkformulticriteriamethodselectionrulesetdatabaseandexemplarydecisionsupportsystemimplementationblueprints
AT jarosławjankowski generalisedframeworkformulticriteriamethodselectionrulesetdatabaseandexemplarydecisionsupportsystemimplementationblueprints
AT pawełziemba generalisedframeworkformulticriteriamethodselectionrulesetdatabaseandexemplarydecisionsupportsystemimplementationblueprints
AT arturkarczmarczyk generalisedframeworkformulticriteriamethodselectionrulesetdatabaseandexemplarydecisionsupportsystemimplementationblueprints
AT magdalenazioło generalisedframeworkformulticriteriamethodselectionrulesetdatabaseandexemplarydecisionsupportsystemimplementationblueprints
_version_ 1725006495018385408

Similar Items