Visual Analytics Course

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bordeaux20132014:bordeaux_edition

Visual Analytics Course

Instructors: Guy Melançon (email: Guy dot Melancon at labri dot fr), Bruno Pinaud (email: Bruno dot Pinaud at labri dot fr)

Bordeaux roadmap 2013-2014 / Session by session cutdown

Have a look at the page describing the course organization: assignments, term projects and evaluation, deadlines, etc.

You are requested to work on a term project. You are expected to form a team with another colleague and select a project topic from a list.

Friday, September 20 (week 38)

Instructor: Bruno Pinaud

This first portion of the course is meant to introduce the topic of the course, motivate this still new research field although examples are there to indicate ideas go back to ancient times.

Have a look at the slides showed in the class.

It does include a comprehensive course on Tulip so students are able to work by themselves using the framework.

Friday, September 27 (week 39)

Instructor: Guy Melançon

The course looked closely at conditions that turn a map or an interface into an efficient communication channel. Three different dimensions come at play when designing an interface. We looked at examples, one really bad, another that left room for improvement.

Assignment: select a map, ideally interactive, and criticize it on the basis of the criterion we've discussed. Your comments should also suggest ways to repairs the deficiencies you have identified. Upload your comment on your personal space on the course wiki.

Comments due by the end of week 40, that is Friday October 4, 6pm.

We also went over a range of graph drawing algorithms:

• trees: why they are so useful, widely used, simple and efficient
• we went over a long comment on the use of hyperbolic geometry
• dags (directed acyclic graphs): the next step right after trees where nodes may have multiple parents (inheritance relations)
• planar graphs: this is a whole chapter that could be studied by itself over a 40 hour course; we only went over a simple planarity test involving a decomposition of graphs into
• connected components
• then biconnected components
• then grouping edges into classes
• then computing a graph to see whether it is bipartite (if so, the original graph is indeed planar)
• other graphs: we discussed the use, and potential complexity, of so-called spring embedder algorithms

Coming courses will go over some of these algorithms.

Friday, October 4 (week 40)

Instructor: Guy Melançon

High-dimensional data / Clustering

Friday, October 11 (week 41)

Instructor: Bruno Pinaud

Getting down on business with Tulip

Implementation of the CURE algorithm in Python under Tulip with the 2004 cars dataset. After importing the data in Tulip with the CSV import module, take 2 to 3 variables to build clusters (for instance, cars dimensions and weight). Then, try to explain the content of each cluster (powerful cars for large size cars? cars with a high autonomy for low size cars?). You should also use Tulip powerful graphical features to animate the building phase of the clusters. We should see the data-points moving when merging two clusters together.

Friday, October 18 (week 42)

Instructor: Bruno Pinaud

Graph Drawing: Sugiyama heuristics and introduction to drawing graphs with physical analogy. Slides showed during the lecture

See Di-Battista, G.; Eades, P.; Tamassia, R. & Tollis, I.-G. Graph drawing – Algorithms for the visualization of graphs Prentice-Hall, 1999 for a nice introduction to graph drawing.

Hierarchical graph drawing (also called Layered drawing)

See this paper for a complete overview.

Work continue on CURE

Course cancelled

Friday, November 8 (week 45)

Instructor: Bruno Pinaud

Multilevel graph navigation

Divide and conquer - drawing and manipulating graph hierarchies with Tulip We will use the following file to play with graph hierarchies infovis_clean.tlpx. The work to do is described in this document hierarchies.pdf.

Friday, November 15 (week 46)

Instructor: Guy Melançon

Graph clustering

Friday, November 22 (week 47)

Instructor: Bruno Pinaud

Let's continue to work on Multilevel graph navigation

Friday, November 29 (week 48)

Instructor: Guy Melançon

Text mining & Document visualization

Friday, December 6 (week 49)

Instructor: Bruno Pinaud

Project coaching

Friday, December 13 (week 50)

Instructor: Guy Melançon

Project coaching

Friday, January 17 (week 3)

Instructor: Guy Melançon and Bruno Pinaud

Project evaluation

/net/html/perso/melancon/Visual_Analytics_Course/data/pages/bordeaux20132014/bordeaux_edition.txt · Last modified: 2013/12/06 15:18 by bpinaud