Interactive visual knowledge discovery from data-based temporal decision support system

被引：14
作者：
Ltifi, Hela [1 ]
Ben Mohamed, Emna [1 ]
ben Ayed, Mounir [1 ]
机构：
[1] Univ Sfax, Natl Engn Sch Sfax ENIS, REGIM Lab Res Grp Intelligent Machines, Sfax 3038, Tunisia
来源：
INFORMATION VISUALIZATION | 2016年 / 15卷 / 01期
关键词：
Decision support systems; knowledge discovery from data; visualization; temporal data; nosocomial infections; VISUALIZATION; DESIGN; XGOBI; DSS;
D O I：
10.1177/1473871614567794
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
The article aims to present a generic interactive visual analytics solution that provides temporal decision support using knowledge discovery from data modules together with interactive visual representations. It bases its design decisions on classification of visual representation techniques according to the criteria of temporal data type, periodicity, and dimensionality. The design proposal is applied to an existing medical knowledge discovery from data-based decision support system aiming at assisting physicians in the fight against nosocomial infections in the intensive care units. Our solution is fully implemented and evaluated.
引用
收藏
页码：31 / 50
页数：20
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