A user-centered approach for the design and implementation of KDD-based DSS: A case study in the healthcare domain

  • Authors:
  • Mounir Ben Ayed;Hela Ltifi;Christophe Kolski;Adel M. Alimi

  • Affiliations:
  • REGIM: REsearch Group on Intelligent Machines, National School of Engineers (ENIS) of Sfax, BP 1173, Sfax, 3038, Tunisia and Faculty of Sciences of Sfax, Computer Science and Communications Depart ...;REGIM: REsearch Group on Intelligent Machines, National School of Engineers (ENIS) of Sfax, BP 1173, Sfax, 3038, Tunisia and LAMIH, UMR CNRS 8530, Université of Valenciennes and Hainaut-Cambr ...;LAMIH, UMR CNRS 8530, Université of Valenciennes and Hainaut-Cambrésis, Le Mont Houy, F-59313 Valenciennes cedex 9, France;REGIM: REsearch Group on Intelligent Machines, National School of Engineers (ENIS) of Sfax, BP 1173, Sfax, 3038, Tunisia

  • Venue:
  • Decision Support Systems
  • Year:
  • 2010

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Abstract

In this article we propose an approach for a decision support system (DSS) based on Knowledge Discovery from Databases (KDD). In such system, user must be involved throughout the decision-making process. In consequence we propose the integration of a Human-Computer Interaction (HCI) model into the development of DSS process based on KDD. The approach we propose is based on two systems development methods-the Unified Process (UP) from Software Engineering and the U model from HCI. In this article, we describe our combined approach (UP/U) and the way we used it to develop a DSS in a medical field.