III-CXT: Collaborative Research: Scientific Evaluation Methods for Visual Analytics Science and Technology

III-CXT:协作研究:视觉分析科学与技术的科学评估方法

基本信息

  • 批准号:
    0713087
  • 负责人:
  • 金额:
    $ 15万
  • 依托单位:
  • 依托单位国家:
    美国
  • 项目类别:
    Standard Grant
  • 财政年份:
    2007
  • 资助国家:
    美国
  • 起止时间:
    2007-09-15 至 2010-05-31
  • 项目状态:
    已结题

项目摘要

This is an interdisciplinary inter-institutional collaborative research (0713087: Catherine Plaisant, University of Maryland College Park; 0712770: Jean Scholtz, Battelle Memorial Institute; 0713198: George Grinstein, University of Massachusetts Lowell) focuses on visual analytics (VA), i.e., the science of analytical reasoning facilitated by interactive visual interfaces. This project addresses an important aspect of visual analytics methods and tools, namely developing an evaluation infrastructure, as there is currently no general consensus on how to evaluate VA systems. It is especially difficult to assess their effectiveness as they combine multiple components (analytical reasoning, visual representations of data, computer human interactions, data representations and algorithms, tools for communicating the results of such analyses) integrated in complex systems. Further, it is difficult to assess the effectiveness without realistic data and tasks; hence, it is quite costly for each individual researcher to evaluate the effectiveness of their specific VA approach. The goal of this project is to design and conduct initial tests of an evaluation infrastructure that will provide datasets with ground truth, supply guidance for experiments, test methodologies and metrics, and encourage collaboration and sharing of qualitative and quantitative results amongst researchers. Because visual analytics tasks vary widely, from maintaining awareness to assessing a situation, monitoring changes, solving crimes or dealing with emergencies, and are applicable to a variety of domains with different needs (e.g., business or intelligence analysis, medical research, emergency management), this project aims to bridge those diverse communities. The project Web site (http://www.cs.umd.edu/hcil/semvast/) will include a sharable set of methods, tools and metrics for evaluation, and other results from this project. Community wide, systematic evaluations of visual analytic systems will produce better understanding of the issues in the core research fields involved in visual analytics as well as the issues that cross between those research fields. The evaluation methodologies developed will benefit research activities as well as product development. This will lead to more effective systems and impact all visual analytics application domains. Classes in visual analysis are now being taught at the university level as well as in government agencies. Benchmarks and automated evaluation tools will be developed with professors and students and used in class projects and assignments.
这是一项跨学科的跨机构合作研究(0713087:Catherine Plaisant,马里兰大学帕克分校;0712770:Jean Scholtz,巴特尔纪念研究所;0713198:George Grinstein,马萨诸塞大学洛厄尔分校),重点关注视觉分析(VA),即通过交互式视觉界面促进分析推理的科学。该项目解决了可视化分析方法和工具的一个重要方面,即开发评估基础设施,因为目前还没有关于如何评估VA系统的普遍共识。评估它们的有效性尤其困难,因为它们将多个组件(分析推理、数据的可视化表示、计算机与人类的交互、数据表示和算法、用于交流此类分析结果的工具)集成在复杂系统中。此外,如果没有真实的数据和任务,很难评估其有效性;因此,对于每个研究人员来说,评估其特定VA方法的有效性是相当昂贵的。该项目的目标是设计和开展评估基础设施的初步测试,该基础设施将提供具有基本事实的数据集,为实验、测试方法和指标提供指导,并鼓励研究人员之间的协作和分享定性和定量结果。由于可视化分析任务的差异很大,从保持意识到评估情况、监测变化、解决犯罪或处理紧急情况,并且适用于具有不同需求的各种领域(例如,商业或情报分析、医学研究、应急管理),因此本项目旨在弥合这些不同的社区。项目网站(http://www.cs.umd.edu/hcil/semvast/)将包括一组用于评估的可共享的方法、工具和量度,以及该项目的其他结果。社区范围内,视觉分析系统的系统评估将产生更好的理解在涉及视觉分析的核心研究领域的问题,以及这些研究领域之间的交叉问题。所开发的评价方法将有利于研究活动和产品开发。这将导致更有效的系统,并影响所有可视化分析应用领域。现在大学和政府机构都开设了视觉分析课程。基准和自动评估工具将与教授和学生一起开发,并用于课堂项目和作业。

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)

数据更新时间:{{ journalArticles.updateTime }}

{{ item.title }}
{{ item.translation_title }}
  • DOI:
    {{ item.doi }}
  • 发表时间:
    {{ item.publish_year }}
  • 期刊:
  • 影响因子:
    {{ item.factor }}
  • 作者:
    {{ item.authors }}
  • 通讯作者:
    {{ item.author }}

数据更新时间:{{ journalArticles.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ monograph.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ sciAawards.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ conferencePapers.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ patent.updateTime }}

Catherine Plaisant其他文献

Interactive sonification for blind people exploration of geo-referenced data: comparison between a keyboard-exploration and a haptic-exploration interfaces
  • DOI:
    10.1007/s10339-006-0137-8
  • 发表时间:
    2006-08-04
  • 期刊:
  • 影响因子:
    1.400
  • 作者:
    Franco Delogu;Marta Olivetti Belardinelli;Massimiliano Palmiero;Emanuele Pasqualotto;Haixia Zhao;Catherine Plaisant;Stefano Federici
  • 通讯作者:
    Stefano Federici
Correction to: Virtual memory palaces: immersion aids recall
  • DOI:
    10.1007/s10055-018-0360-5
  • 发表时间:
    2018-08-06
  • 期刊:
  • 影响因子:
    5.000
  • 作者:
    Eric Krokos;Catherine Plaisant;Amitabh Varshney
  • 通讯作者:
    Amitabh Varshney

Catherine Plaisant的其他文献

{{ item.title }}
{{ item.translation_title }}
  • DOI:
    {{ item.doi }}
  • 发表时间:
    {{ item.publish_year }}
  • 期刊:
  • 影响因子:
    {{ item.factor }}
  • 作者:
    {{ item.authors }}
  • 通讯作者:
    {{ item.author }}

{{ truncateString('Catherine Plaisant', 18)}}的其他基金

Collaborative Research: User-Centered Visual Analytics Evaluation
协作研究:以用户为中心的视觉分析评估
  • 批准号:
    0947358
  • 财政年份:
    2009
  • 资助金额:
    $ 15万
  • 项目类别:
    Standard Grant
Collaborative Research - Visual Analytics Science and Technology Challenge Workshop
协作研究-视觉分析科学与技术挑战研讨会
  • 批准号:
    0925482
  • 财政年份:
    2009
  • 资助金额:
    $ 15万
  • 项目类别:
    Standard Grant

相似国自然基金

吩嗪类化合物CXT-A3对乳腺癌干细胞的抑制作用及机制研究
  • 批准号:
  • 批准年份:
    2021
  • 资助金额:
    55 万元
  • 项目类别:
    面上项目

相似海外基金

III-CXT-Small: Collaborative Research: Automatic Geomorphic Mapping and Analysis of Land Surfaces Using Pattern Recognition
III-CXT-Small:协作研究:利用模式识别自动地貌测绘和地表分析
  • 批准号:
    1103684
  • 财政年份:
    2010
  • 资助金额:
    $ 15万
  • 项目类别:
    Standard Grant
III-CXT-Medium: Collaborative Research: Inference of Complex Genealogical Histories in Populations: Algorithms and Applications
III-CXT-Medium:协作研究:群体中复杂谱系历史的推断:算法和应用
  • 批准号:
    0803440
  • 财政年份:
    2008
  • 资助金额:
    $ 15万
  • 项目类别:
    Standard Grant
III-CXT-Small: Collaborative Research: REGNET - Information Management and Compliance Assistance for Patent Laws and Regulations
III-CXT-Small:合作研究:REGNET - 专利法律法规的信息管理和合规协助
  • 批准号:
    0811460
  • 财政年份:
    2008
  • 资助金额:
    $ 15万
  • 项目类别:
    Standard Grant
III-CXT-Small: Collaborative Research: Automatic Geomorphic Mapping and Analysis of Land Surfaces Using Pattern Recognition
III-CXT-Small:协作研究:利用模式识别自动地貌测绘和地表分析
  • 批准号:
    0812271
  • 财政年份:
    2008
  • 资助金额:
    $ 15万
  • 项目类别:
    Standard Grant
III-CXT-Small: Collaborative Research: Automatic Geomorphic Mapping and Analysis of Land Surfaces Using Pattern Recognition
III-CXT-Small:协作研究:利用模式识别自动地貌测绘和地表分析
  • 批准号:
    0812372
  • 财政年份:
    2008
  • 资助金额:
    $ 15万
  • 项目类别:
    Standard Grant
III-CXT-Small: Collaborative Research: Structuring, Reasoning, and Querying in a Very Large Medical Image Database
III-CXT-Small:协作研究:在超大型医学图像数据库中构建、推理和查询
  • 批准号:
    0812073
  • 财政年份:
    2008
  • 资助金额:
    $ 15万
  • 项目类别:
    Continuing Grant
III-CXT-Small: Collaborative Research: Structuring, Reasoning, and Querying in a Very Large Medical Image Database
III-CXT-Small:协作研究:在超大型医学图像数据库中构建、推理和查询
  • 批准号:
    0854606
  • 财政年份:
    2008
  • 资助金额:
    $ 15万
  • 项目类别:
    Continuing Grant
III-CXT-Large: Collaborative Research: Interactive and Intelligent searching of biological images by query and network navigation with learning capabilities.
III-CXT-Large:协作研究:通过具有学习功能的查询和网络导航对生物图像进行交互式和智能搜索。
  • 批准号:
    0808661
  • 财政年份:
    2008
  • 资助金额:
    $ 15万
  • 项目类别:
    Standard Grant
III-CXT-Large: Collaborative Research: Interactive and intelligent searching of biological images by query and network navigation with learning capabilities
III-CXT-Large:协作研究:通过具有学习能力的查询和网络导航对生物图像进行交互式和智能搜索
  • 批准号:
    0808624
  • 财政年份:
    2008
  • 资助金额:
    $ 15万
  • 项目类别:
    Standard Grant
III-CXT-Small: Collaborative Research: Structuring, Reasoning, and Querying
III-CXT-Small:协作研究:结构化、推理和查询
  • 批准号:
    0812124
  • 财政年份:
    2008
  • 资助金额:
    $ 15万
  • 项目类别:
    Continuing Grant
{{ showInfoDetail.title }}

作者:{{ showInfoDetail.author }}

知道了