CRI: II-New: An Infrastructure of Display Devices to Study Visual Analytics Beyond the Desktop
CRI: II-New: An Infrastructure of Display Devices to Study Visual Analytics Beyond the Desktop
批准号:
1730396
负责人:
Enrico Bertini
金额:
$27.36万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-09-01 至 2021-08-31
中文摘要
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英文摘要
Visual Analytics studies how to help people make sense of complex data by providing interactive visual interfaces for data analysis and presentation. By making data visible and interactive, visual analytics enables scientists and researchers to detect patterns, formulate novel hypotheses and derive new insights on relevant scientific, social, and economic issues. Existing methods and technologies however focus exclusively on standard desktop interfaces and, as such, do not take advantage of the remarkable opportunities non-traditional display devices such as large screen displays, touch tables, and stereoscopic displays, can bring. In this project the research team explores these opportunities by developing methods for collaborative visual data analysis; real-time data monitoring in mission-critical settings; and immersive virtual navigation of "data spaces".The research the PI carries out includes: (1) user studies to understand how people solve data analysis problems in collaborative, data monitoring and immersive settings; (2) development of novel interaction techniques and applications for touch and 3D interfaces; (3) advanced evaluation methods that take advantage of rich user experience sensors such as EEG and eye-tracking devices. Research in these three directions will expand the horizon of visual analytics and increase our knowledge of how it can help people extract useful and actionable knowledge out of complex and large data sets.
期刊论文(13)
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Interactive Data Visualization in Jupyter Notebooks
Jupyter Notebooks 中的交互式数据可视化
DOI:
10.1109/mcse.2021.3052619
发表时间:
2021
期刊:
Computing in Science & Engineering
影响因子:
2.1
作者:
[Piazentin Ono, Jorge, Freire, Juliana, Silva, Claudio T.]
通讯作者:
Silva, Claudio T.
DOI:
10.1145/3313831.3376399
发表时间:
2020-04
期刊:
Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems
影响因子:
--
作者:
[Fábio Miranda;Maryam Hosseini;Marcos Lage;Harish Doraiswamy;G. Dove;Cláudio T. Silva]
通讯作者:
Fábio Miranda;Maryam Hosseini;Marcos Lage;Harish Doraiswamy;G. Dove;Cláudio T. Silva
DOI:
10.1109/tvcg.2019.2934259
发表时间:
2020-01
期刊:
IEEE Transactions on Visualization and Computer Graphics
影响因子:
5.2
作者:
[A. Bock;A. Ynnerman;Emil Axelsson;J. Costa;Gene Payne;M. Acinapura;V. Trakinski;C. Emmart]
通讯作者:
A. Bock;A. Ynnerman;Emil Axelsson;J. Costa;Gene Payne;M. Acinapura;V. Trakinski;C. Emmart
HistoryTracker: Minimizing Human Interactions in Baseball Game Annotation
HistoryTracker:最大限度地减少棒球比赛注释中的人机交互
DOI:
10.1145/3290605.3300293
发表时间:
2019
期刊:
CHI '19 Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems
影响因子:
--
作者:
[One, Jorge Piazentin, Gjoka, Arvi, Salamon, Justin, Dietrich, Carlos, Silva, Claudio T.]
通讯作者:
Silva, Claudio T.
DOI:
10.1145/3411764.3445083
发表时间:
2021-05
期刊:
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems
影响因子:
--
作者:
[Ke Xu;Jun Yuan;Yifang Wang;Cláudio T. Silva;E. Bertini]
通讯作者:
Ke Xu;Jun Yuan;Yifang Wang;Cláudio T. Silva;E. Bertini
共 11 条
RAPID: Visualizing Epidemical Uncertainty for Personal Risk Assessment
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依托单位:
CHS: Medium: Collaborative Research: Empirically Validated Perceptual Tasks for Data Visualization
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RAPID: Visualizing Epidemical Uncertainty for Personal Risk Assessment
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批准号:1900941
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资助金额:$40.24万
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财政年份:2019
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负责人:Enrico Bertini
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依托单位:
国内基金
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