Visual Editing and Comparison of Multivariate Graphs Using Multiple Interactive Displays (GEMS 2.0)

使用多个交互式显示器对多元图形进行可视化编辑和比较 (GEMS 2.0)

• 批准号: 214484876
• 负责人: Professor Dr.-Ing. Raimund Dachselt
• 金额: --
• 依托单位: Institut für Software- und Multimediatechnik
• 依托单位国家: 德国
• 项目类别: Research Grants
• 财政年份: 2012
• 资助国家: 德国
• 起止时间: 2011-12-31 至 2020-12-31
• 项目状态: 已结题
• 来源: https://gepris.dfg.de/gepris/projekt/214484876?language=en
• 关键词: Visual; Editing; Comparison; Multivariate; Graphs

Data is everywhere. Nowadays, an increasing amount of intellectual work is based on measured, collected, modeled, synthesized, or simulated data. This proposal focuses on a particularly important class of data: graphs. Graphs are universally relevant in many application domains, such as communication, transportation, biology, and climatology. In these domains, there is an increasing demand for methods and tools that do not only support working with a graph's structure, that is, its nodes and edges, but also with numerous data attributes that may be associated with the graph. Understanding such multivariate graphs comprehensively is a significant challenge for the people working with them.Working with data usually means analyzing them. Interactive visual analysis has proved to be an effective mean to gain insight into data. Yet, there is more to working with graphs than understanding basic information of their structure and attributes. In this proposal, we plan to study how classic exploratory graph analysis can be advanced to include comparative analysis of multiple graphs and the possibility to directly edit a graph's nodes and edges as well as its associated attributes when necessary.Such a combined visual exploration, comparison, and editing of multivariate graphs is a complex endeavor, because it involves various linked visual representations of the data and diverse ways of interacting with them. The typical data workplace, however, still consists of classic desktop interfaces with mouse plus keyboard interaction, which proved to be ineffective for complex graph analysis. To support smooth and seamless work on multivariate graphs, better and more natural user interfaces are needed. Therefore, in this proposal we will investigate natural forms of interaction, such as touch, body-centric, and gaze-based interaction in concert with multi-display environments consisting of large and mobile interactive displays.In summary, this project focuses on developing novel and fundamental concepts, methods, and tools for comparing and editing multiple multivariate graphs with novel interaction modalities in multi-display environments.

数据无处不在。如今，越来越多的智力工作是基于测量，收集，建模，合成或模拟数据。这一提议侧重于一个特别重要的数据类别：图表。图在许多应用领域都是普遍相关的，例如通信、交通、生物学和气候学。在这些领域中，对不仅支持与图的结构（即，其节点和边）一起工作，而且支持与可能与图相关联的许多数据属性一起工作的方法和工具的需求不断增加。全面理解这些多变量图对于使用它们的人来说是一个重大的挑战。使用数据通常意味着分析它们。交互式可视化分析已被证明是洞察数据的有效手段。然而，使用图形比理解其结构和属性的基本信息要多。在这个提案中，我们计划研究如何将经典的探索性图分析提升到包括多个图的比较分析，以及在必要时直接编辑图的节点和边以及其相关属性的可能性。这种组合的多变量图的可视化探索，比较和编辑是一项复杂的奋进，因为它涉及数据的各种链接的视觉表示以及与它们交互的各种方式。然而，典型的数据工作区仍然由带有鼠标加键盘交互的经典桌面界面组成，这被证明对复杂的图形分析无效。为了支持多变量图的平滑和无缝工作，需要更好和更自然的用户界面。因此，在这个建议中，我们将调查自然形式的互动，如触摸，身体为中心的，和凝视为基础的互动与多显示器环境组成的大型和移动的互动Displays.In总结，这个项目的重点是开发新的和基本的概念，方法和工具，比较和编辑多个多变量图形与新的互动方式在多显示器环境。

项目成果

Vistribute: Distributing Interactive Visualizations in Dynamic Multi-Device Setups

• DOI: 10.1145/3290605.3300846
• 发表时间: 2019-05
• 期刊: Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems
• 作者: Tom Horak;Andreas Mathisen;C. Klokmose;Raimund Dachselt;N. Elmqvist

Towards Visualizing and Exploring Multivariate Networks on Mobile Devices

在移动设备上可视化和探索多元网络

• DOI: 10.1145/3380867.3426201
• 发表时间: 2020
• 期刊: Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces
• 作者: T. Horak;R. Langner;R. Dachselt
• 通讯作者: R. Dachselt

Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs

响应矩阵单元：用于探索和编辑多元图的焦点上下文方法

• DOI: 10.1109/tvcg.2020.3030371
• 发表时间: 2021
• 期刊: IEEE Transactions on Visualization and Computer Graphics
• 影响因子: 5.2
• 作者: T. Horak;P. Berger;H. Schumann;R. Dachselt;C. Tominski
• 通讯作者: C. Tominski

Visually Exploring Relations Between Structure and Attributes in Multivariate Graphs

直观地探索多元图中结构和属性之间的关系

• DOI: 10.1109/iv.2019.00051
• 发表时间: 2019
• 期刊: 2019 23rd International Conference Information Visualisation (IV)
• 作者: P. Berger;H. Schumann;C. Tominski
• 通讯作者: C. Tominski

Interactive labelling of a multivariate dataset for supervised machine learning using linked visualisations, clustering, and active learning

• DOI: 10.1016/j.visinf.2019.03.002
• 发表时间: 2019-03-01
• 期刊: VISUAL INFORMATICS
• 影响因子: 3
• 作者: Chegini, Mohammad;Bernard, Juergen;Schreck, Tobias
• 通讯作者: Schreck, Tobias