Difference between revisions of "Lesson 9"

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<font size="5">'''Network Visualisation and Analysis: Knowledge Discovery in Linked Data'''</font>
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<font size="5">'''Building Visually Driven Web Applications using R and Shiny'''</font>
  
 
== Content ==
 
== Content ==
  
Data Visualisation Through Their Graph Representation
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Introduction to R Shiny
 
*  Basic concept of graph
 
*  Basic concept of graph
 
*  Data and graph
 
*  Data and graph
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= Readings =
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= Reference =
 
 
* 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 08:53, 6 February 2020

Va.jpg IS428 Visual Analytics for Business Intelligence

About

Weekly Session

Assignments

Visual Analytics Project

Course Resources

 


Building Visually Driven Web Applications using R and Shiny

Content

Introduction to R Shiny

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


Network Graph Visualisation and Analysis Tool

Gephi

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


Reference