CGV: Large: Collaborative Research: Modeling, Display, and Understanding Uncertainty in Simulations for Policy Decision Making
CGV:大型:协作研究:建模、显示和理解政策决策模拟中的不确定性
基本信息
- 批准号:1212577
- 负责人:
- 金额:$ 55.98万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2012
- 资助国家:美国
- 起止时间:2012-10-01 至 2017-09-30
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
The goal of this collaborative project (1212806, Ross T. Whitaker, University of Utah; 1212501, Donald H. House, Clemson University; 1212577, Mary Hegarty, University of California-Santa Barbara; 1212790, Michael K. Lindell, Texas A&M University Main Campus) is to establish the computational and cognitive foundations for capturing and conveying the uncertainty associated with predictive simulations, so that software tools for visualizing these forecasts can accurately and effectively present this information about to a wide range of users. Three demonstration applications are closely integrated into the research plan: one in air quality management, a second in wildfire hazard management, and a third in hurricane evacuation management. This project is the first large-scale effort to consider the visualization of uncertainty in a systematic, end-to-end manner, with the goal of developing a general set of principles as well as a set of tools for accurately and effectively conveying the appropriate level of uncertainties for a range of decision-making processes of national importance.The primary impact of this work will be methods and tools for conveying the results of predictive simulations and their associated uncertainties, resulting in better informed public policy decisions in situations that rely on such forecasts. Scientific contributions are expected in the areas of simulation and uncertainty quantification, visualization, perception and cognition, and decision making in the presence of uncertainty. Results will be broadly disseminated in a variety of ways across a wide range of academic disciplines and application areas, and will be available at the project Web site (http://visunc.sci.utah.edu). The multidisciplinary nature of the research and the close integration of the participating research groups will provide a unique educational environment for graduate students and other trainees, while also broadening the participation in computer science beyond traditional boundaries.
该合作项目的目标(1212806,Ross T. Whitaker,犹他州大学; 1212501,Donald H.豪斯,克莱姆森大学; 1212577,玛丽赫加蒂,加州大学圣巴巴拉分校; 1212790,迈克尔K。Lindell,Texas A M University Main Campus)的目标是建立计算和认知基础,用于捕获和传达与预测模拟相关的不确定性,以便用于可视化这些预测的软件工具可以准确有效地向广泛的用户呈现这些信息。三个示范应用程序紧密结合到研究计划中:一个在空气质量管理,第二个在野火灾害管理,第三个在飓风疏散管理。该项目是第一个以系统的、端到端的方式考虑不确定性可视化的大规模努力,目标是制定一套通用原则和一套工具,用于准确有效地传达一系列决策的适当不确定性水平,这项工作的主要影响将是传达预测模拟结果及其相关不确定性的方法和工具,从而在依赖这种预测的情况下作出更明智的公共政策决定。 科学的贡献,预计在模拟和不确定性量化,可视化,感知和认知,以及在不确定性的存在决策领域。研究结果将以各种方式在广泛的学科和应用领域广泛传播,并将在项目网址(http://www.example.com)上公布。visunc.sci.utah.edu 研究的多学科性质和参与研究小组的紧密结合将为研究生和其他学员提供独特的教育环境,同时也扩大了对计算机科学的参与,超越了传统的界限。
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
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Mary Hegarty其他文献
Decision making with visualizations: a cognitive framework across disciplines
- DOI:
10.1186/s41235-018-0120-9 - 发表时间:
2018-07-11 - 期刊:
- 影响因子:3.100
- 作者:
Lace M. Padilla;Sarah H. Creem-Regehr;Mary Hegarty;Jeanine K. Stefanucci - 通讯作者:
Jeanine K. Stefanucci
Mapping the response: A survey of municipal firefighter navigation training and practices in the United States
绘制应对情况的图谱:对美国市政消防员导航培训及实践的一项调查
- DOI:
10.1016/j.ijdrr.2025.105446 - 发表时间:
2025-06-01 - 期刊:
- 影响因子:4.500
- 作者:
Chelsie McWhorter;Mary Hegarty;Kathy Baylis;Daniel R. Montello - 通讯作者:
Daniel R. Montello
Large-Scale vs Small-Scale Spatial Abilities: Development of a Broad Spatial Activities Questionnaire
大规模与小规模空间能力:制定广泛的空间活动问卷
- DOI:
- 发表时间:
2022 - 期刊:
- 影响因子:0
- 作者:
M. Munns;Bailey Tranquada;Elizabeth R. Chrastil;Mary Hegarty - 通讯作者:
Mary Hegarty
Learning the layout of different environments: common or dissociated abilities?
- DOI:
10.1186/s41235-025-00618-5 - 发表时间:
2025-02-21 - 期刊:
- 影响因子:3.100
- 作者:
Alexis Topete;Chuanxiuyue He;Mary Hegarty - 通讯作者:
Mary Hegarty
Mary Hegarty的其他文献
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{{ truncateString('Mary Hegarty', 18)}}的其他基金
Collaborative Research: The AGEP California Hispanic Serving Institutions (HSI) Alliance to Increase Underrepresented Minority Faculty in STEM
合作研究:AGEP 加州拉美裔服务机构 (HSI) 联盟旨在增加 STEM 领域代表性不足的少数族裔教师数量
- 批准号:
1820886 - 财政年份:2018
- 资助金额:
$ 55.98万 - 项目类别:
Continuing Grant
Collaborative Research: Mechanisms of Visuospatial thinking in STEM
合作研究:STEM 中视觉空间思维的机制
- 批准号:
1661151 - 财政年份:2017
- 资助金额:
$ 55.98万 - 项目类别:
Continuing Grant
NRT-IGE: Crossroads: Integrating Interdisciplinary Research and Teaching in Graduate Education
NRT-IGE:十字路口:在研究生教育中整合跨学科研究和教学
- 批准号:
1633764 - 财政年份:2016
- 资助金额:
$ 55.98万 - 项目类别:
Standard Grant
Emerging Research - Empirical Research - Representation Translation with Concrete and Virtual Models in Chemistry
新兴研究 - 实证研究 - 化学中具体和虚拟模型的表征翻译
- 批准号:
1008650 - 财政年份:2010
- 资助金额:
$ 55.98万 - 项目类别:
Continuing Grant
Collaborative research: Alternative strategies for problem solving in science
合作研究:解决科学问题的替代策略
- 批准号:
0722333 - 财政年份:2007
- 资助金额:
$ 55.98万 - 项目类别:
Standard Grant
ITR: 3-D Visualizations for Medical Education
ITR:医学教育的 3D 可视化
- 批准号:
0313237 - 财政年份:2003
- 资助金额:
$ 55.98万 - 项目类别:
Continuing Grant
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