Visual Analysis of Multilayer Networks (Record no. 84664)
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| fixed length control field | 04540nam a22005895i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-031-02608-9 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240730163502.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220601s2021 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783031026089 |
| -- | 978-3-031-02608-9 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 001.4226 |
| 100 1# - AUTHOR NAME | |
| Author | McGee, Fintan. |
| 245 10 - TITLE STATEMENT | |
| Title | Visual Analysis of Multilayer Networks |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2021. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | XV, 134 p. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Synthesis Lectures on Visualization, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | Preface -- Figure Credits -- Introduction and Overview -- Multilayer Networks Across Domains -- The Layer as an Entity -- Task Taxonomy for Multilayer Networks -- Visualization of Nodes and Relationships Across Layers -- Interacting with and Analyzing Multilayer Networks -- Attribute Visualization and Multilayer Networks -- Evaluation of Multilayer Network Visualization Systems and Techniques -- Conclusions -- Bibliography -- Authors' Biographies -- List of Figures. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | 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. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Renoust, Benjamin. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Archambault, Daniel. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Ghoniem, Mohammad. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Kerren, Andreas. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Pinaud, Bruno. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1007/978-3-031-02608-9 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer International Publishing : |
| -- | Imprint: Springer, |
| -- | 2021. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Information visualization. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Data structures (Computer science). |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Information theory. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Data mining. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Data and Information Visualization. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Data Structures and Information Theory. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Data Mining and Knowledge Discovery. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 2159-5178 |
| 912 ## - | |
| -- | ZDB-2-SXSC |
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