Title :
Towards a quality model for the evaluation of DSS based on KDD process
Author :
Ben Ayed, Emna ; Ben Ayed, Mounir
Author_Institution :
REGIM-Lab.: Res. Group on Intell. Machines, Univ. of Sfax, Sfax, Tunisia
Abstract :
A Decision Support System (DSS) based on Knowledge Discovery from Data (KDD) process is used to give confident knowledge to the final users in order to help them making right decisions. Such systems can be underused if the mined knowledge is unconfident, or if the system is hardly usable or unusable. Our target is to supply out a Quality Model (QM) ensuring a global evaluation of DSS based on KDD process (DSS/KDD). In our point of view, a QM should involve three dimensions: the evaluation of the DSS as a Software Product, as a User Interface and as a DSS. We should also take into account ISO recommendations. We intend to build a model which defines a set of criteria and allows measurement of a DSS/KDD quality evaluation using Goal-Question Method (GQM) and Analytic Hierarchy Process (AHP).
Keywords :
data mining; decision support systems; user interfaces; AHP; DSS evaluation; GQM; KDD process; analytic hierarchy process; decision support system; goal question method; knowledge discovery from data; quality model; software product; user interface; Data mining; Decision support systems; ISO standards; Measurement; Usability; Decision Support System; ISO; Knowledge Discovery from Data; Quality model; Usability; Utility;
Conference_Titel :
Advanced Logistics and Transport (ICALT), 2013 International Conference on
Conference_Location :
Sousse
Print_ISBN :
978-1-4799-0314-6
DOI :
10.1109/ICAdLT.2013.6568457
