eBook: Visual Analysis of Multilayer Networks (DRM PDF)
 
電子書格式: DRM PDF
作者: Fintan McGee, Benjamin Renoust, Daniel Archambault, Mohammad Ghoniem, Andreas Kerren, Bruno Pinaud 
系列: Synthesis Lectures on Visualization
分類: Information theory ,
Algorithms & data structures ,
Data mining ,
Expert systems / knowledge-based systems ,
Information visualization  
書城編號: 25085572


售價: $585.00

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製造商: Springer International Publishing
出版日期: 2022/06/01
ISBN: 9783031026089
 
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商品簡介
The emergence of multilayer networks as a concept from the field of complex systems provides many new opportunities for the visualization of network complexity, and has also raised many new exciting challenges. The multilayer network model recognizes that the complexity of relationships between entities in real-world systems is better embraced as several interdependent subsystems (or layers) rather than a simple graph approach. Despite only recently being formalized and defined, this model can be applied to problems in the domains of life sciences, sociology, digital humanities, and more. Within the domain of network visualization there already are many existing systems, which visualize data sets having many characteristics of multilayer networks, and many techniques, which are applicable to their visualization. In this Synthesis Lecture, we provide an overview and structured analysis of contemporary multilayer network visualization. This is not only for researchers in visualization, but also for those who aim to visualize multilayer networks in the domain of complex systems, as well as those solving problems within application domains. We have explored the visualization literature to survey visualization techniques suitable for multilayer network visualization, as well as tools, tasks, and analytic techniques from within application domains. We also identify the research opportunities and examine outstanding challenges for multilayer network visualization along with potential solutions and future research directions for addressing them.
Synthesis Lectures on Visualization

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eBook: Interaction for Visualization (DRM PDF)

eBook: Visual Analysis of Multilayer Networks (DRM PDF)

eBook: External Labeling: Fundamental Concepts and Algorithmic Techniques (DRM PDF)

eBook: Data through Movement: Designing Embodied Human-Data Interaction for Informal Learning (DRM PDF)

eBook: Image-Based Visualization: Interactive Multidimensional Data Exploration (DRM PDF)

eBook: Design of Visualizations for Human-Information Interaction: A Pattern-Based Framework (DRM PDF)

eBook: Interactive GPU-based Visualization of Large Dynamic Particle Data (DRM PDF)

eBook: Guide to Visual Multi-Level Interface Design From Synthesis of Empirical Study Evidence (DRM PDF)

eBook: Semantic Interaction for Visual Analytics: Inferring Analytical Reasoning for Model Steering (DRM PDF)

eBook: User-Centered Evaluation of Visual Analytics (DRM PDF)

eBook: Adaptive and Personalized Visualization (DRM PDF)

eBook: Data through Movement: Designing Embodied Human-Data Interaction for Informal Learning (DRM PDF)

Data through Movement: Designing Embodied Human-Data Interaction for Informal Learning (Paperback)

External Labeling: Fundamental Concepts and Algorithmic Techniques (Paperback)

eBook: External Labeling: Fundamental Concepts and Algorithmic Techniques (DRM PDF)

eBook: Visual Analysis of Multilayer Networks (DRM PDF)

eBook: Adaptive and Personalized Visualization (DRM PDF)

Adaptive and Personalized Visualization (Paperback)

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