Visual Knowledge Generation from Data Mining Patterns for Decision-Making
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2016, Vol 7, Issue 7
Abstract
The visual data mining based decision support systems had already been recognized in literature. It allows users analysing large information spaces to support complex decision-making. Prior research provides frameworks focused on simply representing extracted patterns. In this paper, we present a new model for visually generating knowledge from these patterns and communicating it for intelligent decision-making. To prove the practicality of the proposed model, it was applied in the medical field to fight against nosocomial infections in the intensive care units.
Authors and Affiliations
Jihed Elouni, Hela Ltifi, Mounir Ayed, Mohamed Masmoudi
Keywords
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- EP ID EP133631
- DOI 10.14569/IJACSA.2016.070737
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