Difference between revisions of "Lesson08"

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<Font size =5>'''Graph Visualisation and Analysing: Methods and Applications'''</font>
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<font size = 3>[[Media:IS428_Lesson08.pdf|Lesson 8 slides]]</font>
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== Content ==
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Data Visualisation Through Their Graph Representation
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*  Basic concept of graph
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*  Data and graph
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*  Where to find the data?
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Graph Drawing
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*  Hierarchical tress
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*  Spanning trees
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*  Networks
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*  Directed graphs
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*  Treemaps
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Graph Layout Techniques
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*  Force-directed techniques
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*  Multidimensional scaling
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*  The pulling under constrains model
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*  Bipartite graphs
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Applications of Graph Visualisation
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*  Organisation network
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*  Business network [http://www.theyrule.net/2004/tr2.php]
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*  Political network [http://www.cs.umd.edu/hcil/socialaction/]
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*  Social network [http://hci.stanford.edu/jheer/projects/vizster/]
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*  News network
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== Graph Visualisation and Analysis Tool ==
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'''Gephi'''
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*  Webpage [http://gephi.org/]
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*  Download [http://gephi.org/users/download/]
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* Tutorial: Quick Start [http://gephi.org/users/quick-start/], Visualization [http://gephi.org/users/tutorial-visualization/], and Layouts [http://gephi.org/users/tutorial-layouts/]
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*  Forum [http://forum.gephi.org/]
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== Daily Readings ==
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{| border="1" cellpadding="1"
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|-
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|width="5pt"|Day
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|width="10pt"|Time required
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|width="350pt"|Readings
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|width="50pt"|Comments
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|-
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|1||60 mins||Visual Analysis of Complex Networks for Business Intelligence with Gephi [http://sebastien.pro/heymann_article4.pdf]
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Graph Drawing [http://en.wikipedia.org/wiki/Graph_drawing]
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"Graph Visualization and Navigation in Information Visualization: A Survey", [http://homepages.cwi.nl/~ivan/AboutMe/Publications/StarGraphVisuInInfoVis.pdf]
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||NA
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|-
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|2||60 mins||Graph Analytics - Lesson Learned and Challenges Ahead [https://www.cs.umd.edu/users/ben/papers/Wong2011Graph.pdf]
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Learning to Read and Interpret Network Graph Data Visualizations [http://noduslabs.com/cases/learn-read-interpret-network-graphs-data-visualization/]
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The Visualization of Networks [http://www.vismaster.eu/news/von/]
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TreePlus: Tree-based Graph Visualization[http://www.cs.umd.edu/hcil/treeplus/]
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||NA
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|-
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|3||60 mins||Biodiversity Informatics Visualization [http://www.cs.umd.edu/hcil/biodiversity/]
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ViZster: Visualizing Online Social Networks [http://hci.stanford.edu/jheer/projects/vizster/early_design/]
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||NA
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|-
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|4||60 mins||Using Visualization to Understand Social Networks [http://datavisualization.ch/events/using-visualization-to-understand-social-networks]
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10 Amazing Visualizations of Social Networks [http://socialmediatrader.com/10-amazing-visualizations-of-social-networks/]
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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]
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Visual Complexity [http://www.visualcomplexity.com/vc/]
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||NA
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|-
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|5||3 hours||Self-learning Gephi
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||NA
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|-
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|-
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|-
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|}
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== References ==
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== Discussion ==
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[[Talk:Lesson08|Discussion Lesson 8]]

Latest revision as of 05:22, 10 October 2016

Va.jpg IS428 Visual Analytics for Business Intelligence

About

Weekly Session

Assignments

Visual Analytics Project

Course Resources

 


Graph Visualisation and Analysing: Methods and Applications

Lesson 8 slides


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 [1]
  • Political network [2]
  • Social network [3]
  • News network


Graph Visualisation and Analysis Tool

Gephi

  • Tutorial: Quick Start [6], Visualization [7], and Layouts [8]


Daily Readings

Day Time required Readings Comments
1 60 mins Visual Analysis of Complex Networks for Business Intelligence with Gephi [10]

Graph Drawing [11]

"Graph Visualization and Navigation in Information Visualization: A Survey", [12]

NA
2 60 mins Graph Analytics - Lesson Learned and Challenges Ahead [13]

Learning to Read and Interpret Network Graph Data Visualizations [14]

The Visualization of Networks [15]

TreePlus: Tree-based Graph Visualization[16]

NA
3 60 mins Biodiversity Informatics Visualization [17]

ViZster: Visualizing Online Social Networks [18]

NA
4 60 mins Using Visualization to Understand Social Networks [19]

10 Amazing Visualizations of Social Networks [20]

Adam Perer. "Finding Beautiful Insights in the Chaos of Social Network Visualizations". In Beautiful Visualization. O’Reilly Press. [21]

Visual Complexity [22]

NA
5 3 hours Self-learning Gephi NA


References

Discussion

Discussion Lesson 8

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