Temporal Analysis for Social Networks

English
Problem
Social network analysis can be useful for understanding events, marketing opportunities, and even security. 
Various scientific directions can be investigated: 
  1. understanding the importance or centrality of a node in a network,
  2. understanding the connectivity and network robustness,
  3. understanding  the network evolution over time,
  4. exploring network comparison and their meanings, and
  5. identifying relationships by pattern finding.
 
Aim
The design, development, and evaluation of information visualization or Visual Analytics techniques to explore social networks over time.
 
Topics:  Information Visualization, Network Analysis, Time-oriented Data, User Interface Design, Visual Analytics
 
 
Other information
 
Starting points for research:
 
Preferable development environments:
- Angular (https://angular.io/)
 
Previous knowledge
Good knowledge of JavaScript and MVC frameworks (Angular)
Scope:
SE BA PR MA
Contact:
Roger Almeida Leite
Area:
Information Visualization (IV)
Status
open