Difference between revisions of "Lesson 9"
Jump to navigation
Jump to search
| Line 28: | Line 28: | ||
|} | |} | ||
<br/> | <br/> | ||
| + | |||
| + | <font size="5">'''Network Visualisation and Analysis: Knowledge Discovery in Linked Data'''</font> | ||
| + | |||
| + | == Content == | ||
| + | |||
| + | Data Visualisation Through Their Graph Representation | ||
| + | * Basic concept of graph | ||
| + | * Data and graph | ||
| + | * Where to find the data? | ||
| + | |||
| + | Network Graph Drawing | ||
| + | * Hierarchical tress | ||
| + | * Spanning trees | ||
| + | * Networks | ||
| + | * Directed graphs | ||
| + | * Treemaps | ||
| + | |||
| + | Network Graph Layout Techniques | ||
| + | * Force-directed techniques | ||
| + | * Multidimensional scaling | ||
| + | * The pulling under constrains model | ||
| + | * Bipartite graphs | ||
| + | |||
| + | Applications of Network 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 | ||
| + | |||
| + | |||
| + | = 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/] | ||
| + | |||
| + | |||
| + | = Readings = | ||
| + | |||
| + | * Visual Analysis of Complex Networks for Business Intelligence with Gephi [https://hal.archives-ouvertes.fr/hal-00828795/document] | ||
| + | * Graph Drawing [http://en.wikipedia.org/wiki/Graph_drawing] | ||
| + | * Graph Analytics - Lesson Learned and Challenges Ahead [https://www.cs.umd.edu/users/ben/papers/Wong2011Graph.pdf] | ||
| + | * Learning to Read and Interpret Network Graph Data Visualizations [http://noduslabs.com/cases/learn-read-interpret-network-graphs-data-visualization/] | ||
| + | * The Visualization of Networks [http://www.vismaster.eu/news/von/] | ||
| + | * ViZster: Visualizing Online Social Networks [http://hci.stanford.edu/jheer/projects/vizster/early_design/] | ||
| + | * Adam Perer. "Finding Beautiful Insights in the Chaos of Social Network Visualizations". In '''Beautiful Visualization'''. O’Reilly Press. [http://perer.org/papers/adamPerer-BV_ch10.pdf] | ||
| + | * Visual Complexity [http://www.visualcomplexity.com/vc/] | ||
Revision as of 08:35, 6 February 2020
IS428 Visual Analytics for Business Intelligence
|
|
|
|
|
|
Network Visualisation and Analysis: Knowledge Discovery in Linked Data
Content
Data Visualisation Through Their Graph Representation
- Basic concept of graph
- Data and graph
- Where to find the data?
Network Graph Drawing
- Hierarchical tress
- Spanning trees
- Networks
- Directed graphs
- Treemaps
Network Graph Layout Techniques
- Force-directed techniques
- Multidimensional scaling
- The pulling under constrains model
- Bipartite graphs
Applications of Network Visualisation
Network Graph Visualisation and Analysis Tool
Gephi
- Webpage [4]
- Download [5]
- Forum [9]
Readings
- Visual Analysis of Complex Networks for Business Intelligence with Gephi [10]
- Graph Drawing [11]
- Graph Analytics - Lesson Learned and Challenges Ahead [12]
- Learning to Read and Interpret Network Graph Data Visualizations [13]
- The Visualization of Networks [14]
- ViZster: Visualizing Online Social Networks [15]
- Adam Perer. "Finding Beautiful Insights in the Chaos of Social Network Visualizations". In Beautiful Visualization. O’Reilly Press. [16]
- Visual Complexity [17]
