Generalised framework for multi-criteria method selection : Rule set database and exemplary decision support system implementation blueprints
Artykuł - publikacja recenzowana
Abstrakt
en
This data article describes the analysis of 56 MCDA (Multi-CriteriaDecision Analysis) methods in regards to 9 decision-making pro-blem characteristics structured into 3 levels. The impact ofuncertainty in decision-making problem description on MCDAmethod selection is studied. 450,000 possible descriptions of adecision problem were studied, resulting in sets of rules which canserve as input to uncertainty-aware MCDA method selectiondecision support systems. Comprehensive analyses of the obtainedrule sets are provided. An exemplary decision support systembased on the presented data was created and is available athttp://www.mcda.it. Moreover the technical documentation needed tocreate and expand such system is provided in this data article. Thedata and system can be easily extended and the authors invite allresearchers to contribute.