Visual analytics approach to user-controlled evacuation scheduling

被引:3
作者
Andrienko, Gennady [1 ]
Andrienko, Natalia [1 ]
Bartling, Ulrich [1 ]
机构
[1] Fraunhofer Inst IAIS, Karlsruhe, Germany
来源
VAST: IEEE SYMPOSIUM ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY 2007, PROCEEDINGS | 2007年
关键词
geovisualization; transportation planning; vehicle scheduling; task-centered design; coordinated multiple views;
D O I
10.1109/VAST.2007.4388995
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Application of the ideas of visual analytics is a promising approach to supporting decision making, in particular, where the problems have geographic (or spatial) and temporal aspects. Visual analytics may be especially helpful in time-critical applications, which pose hard challenges to decision support. We have designed a suite of tools to support transportation-planning tasks such as emergency evacuation of people from a disaster-affected area. The suite combines a tool for automated scheduling based on a genetic algorithm with visual analytics techniques allowing the user to evaluate tool results and direct its work. A transportation schedule, which is generated by the tool, is a complex construct involving geographical space, time, and heterogeneous objects (people and vehicles) with states and positions varying in time. We apply task-analytical approach to design techniques that could effectively support a human planner in the analysis of this complex information.
引用
收藏
页码:43 / 50
页数:8
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