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| + | <Font size =5>'''Graph Visualisation and Analysing: Methods and Applications'''</font> | ||
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| + | <font size = 3>[[Media:IS428_Lesson10-v1.6.1.pdf|Lesson 10 slides]]</font> | ||
| + | |||
| + | |||
| + | == Content == | ||
| + | |||
| + | Data Visualisation Through Their Graph Representation | ||
| + | * Basic concept of graph | ||
| + | * Data and graph | ||
| + | * Where to find the data? | ||
| + | |||
| + | Graph Drawing | ||
| + | * Hierarchical tress | ||
| + | * Spanning trees | ||
| + | * Networks | ||
| + | * Directed graphs | ||
| + | * Treemaps | ||
| + | |||
| + | Graph Layout Techniques | ||
| + | * Force-directed techniques | ||
| + | * Multidimensional scaling | ||
| + | * The pulling under constrains model | ||
| + | * Bipartite graphs | ||
| + | |||
| + | Applications of Graph Visualisation | ||
| + | * Organisation network | ||
| + | * Business network [http://www.theyrule.net/2004/tr2.php] | ||
| + | * Political network [http://www.cs.umd.edu/hcil/socialaction/] | ||
| + | * Social network [http://hci.stanford.edu/jheer/projects/vizster/] | ||
| + | * News network | ||
| + | |||
| + | |||
| + | == Graph Visualisation and Analysis Tool == | ||
| + | |||
| + | '''Gephi''' | ||
| + | |||
| + | * Webpage [http://gephi.org/] | ||
| + | |||
| + | * Download [http://gephi.org/users/download/] | ||
| + | |||
| + | * Tutorial: Quick Start [http://gephi.org/users/quick-start/], Visualization [http://gephi.org/users/tutorial-visualization/], and Layouts [http://gephi.org/users/tutorial-layouts/] | ||
| + | |||
| + | * Forum [http://forum.gephi.org/] | ||
| + | |||
| + | |||
| + | == Daily Readings == | ||
| + | |||
| + | {| border="1" cellpadding="1" | ||
| + | |- | ||
| + | |width="5pt"|Day | ||
| + | |width="10pt"|Time required | ||
| + | |width="350pt"|Readings | ||
| + | |width="50pt"|Comments | ||
| + | |- | ||
| + | |||
| + | |1||60 mins||Graph Drawing [http://en.wikipedia.org/wiki/Graph_drawing] | ||
| + | "Graph Visualization and Navigation in Information Visualization: A Survey", [http://homepages.cwi.nl/~ivan/AboutMe/Publications/StarGraphVisuInInfoVis.pdf] | ||
| + | ||NA | ||
| + | |- | ||
| + | |2||60 mins||Graph Analytics - Lesson Learned and Challenges Ahead [https://www.cs.umd.edu/users/ben/papers/Wong2011Graph.pdf] | ||
| + | |||
| + | The Visualization of Networks [http://www.vismaster.eu/news/von/] | ||
| + | |||
| + | TreePlus: Tree-based Graph Visualization[http://www.cs.umd.edu/hcil/treeplus/] | ||
| + | ||NA | ||
| + | |- | ||
| + | |3||60 mins||Biodiversity Informatics Visualization [http://www.cs.umd.edu/hcil/biodiversity/] | ||
| + | ViZster: Visualizing Online Social Networks [http://hci.stanford.edu/jheer/projects/vizster/early_design/] | ||
| + | ||NA | ||
| + | |- | ||
| + | |4||60 mins||Using Visualization to Understand Social Networks [http://datavisualization.ch/events/using-visualization-to-understand-social-networks] | ||
| + | 10 Amazing Visualizations of Social Networks [http://socialmediatrader.com/10-amazing-visualizations-of-social-networks/] | ||
| + | |||
| + | Adam Perer. "Finding Beautiful Insights in the Chaos of Social Network Visualizations". In '''Beautiful Visualization'''. O’Reilly Press. [http://www.perer.org/papers/pererBV_ch10.pdf] | ||
| + | |||
| + | Visual Complexity [http://www.visualcomplexity.com/vc/] | ||
| + | |||
| + | ||NA | ||
| + | |- | ||
| + | |5||3 hours||Lecture and hands-on exercise. | ||
| + | ||NA | ||
| + | |- | ||
| + | |- | ||
| + | |- | ||
| + | |} | ||
| + | |||
| + | |||
| + | == References == | ||
| + | |||
| + | |||
| + | == Discussion == | ||
| + | |||
| + | [[Talk:Lesson10|Discussion Lesson 10]] | ||
Revision as of 08:26, 5 August 2016
IS428 Visual Analytics for Business Intelligence
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Graph Visualisation and Analysing: Methods and Applications
Contents
Content
Data Visualisation Through Their Graph Representation
- Basic concept of graph
- Data and graph
- Where to find the data?
Graph Drawing
- Hierarchical tress
- Spanning trees
- Networks
- Directed graphs
- Treemaps
Graph Layout Techniques
- Force-directed techniques
- Multidimensional scaling
- The pulling under constrains model
- Bipartite graphs
Applications of Graph Visualisation
Graph Visualisation and Analysis Tool
Gephi
- Webpage [4]
- Download [5]
- Forum [9]
Daily Readings
| Day | Time required | Readings | Comments |
| 1 | 60 mins | Graph Drawing [10]
"Graph Visualization and Navigation in Information Visualization: A Survey", [11] |
NA |
| 2 | 60 mins | Graph Analytics - Lesson Learned and Challenges Ahead [12]
The Visualization of Networks [13] TreePlus: Tree-based Graph Visualization[14] |
NA |
| 3 | 60 mins | Biodiversity Informatics Visualization [15]
ViZster: Visualizing Online Social Networks [16] |
NA |
| 4 | 60 mins | Using Visualization to Understand Social Networks [17]
10 Amazing Visualizations of Social Networks [18] Adam Perer. "Finding Beautiful Insights in the Chaos of Social Network Visualizations". In Beautiful Visualization. O’Reilly Press. [19] Visual Complexity [20] |
NA |
| 5 | 3 hours | Lecture and hands-on exercise. | NA |
