Une approche MDS hybride pour l'exploration visuelle interactive

Authors:
Fabien Jourdan;Guy Melançon;Christophe Douy;Alexandre Gasne
Affiliations:
LIRMM, Montpellier, France;LIRMM, Montpellier, France;Pikko Software, Castelnau-le-Lez, France;Pikko Software, Castelnau-le-Lez, France
Venue:
IHM 2005 Proceedings of the 17th international conference on Francophone sur l'Interaction Homme-Machine
Year:
2005

Citing 8
Cited 0

Generalized fisheye views

CHI '86 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Navigating hierarchically clustered networks through fisheye and full-zoom methods

ACM Transactions on Computer-Human Interaction (TOCHI)
A linear iteration time layout algorithm for visualising high-dimensional data

Proceedings of the 7th conference on Visualization '96
Focus+Context Display and Navigation Techniques for Enhancing Radial, Space-Filling Hierarchy Visualizations

INFOVIS '00 Proceedings of the IEEE Symposium on Information Vizualization 2000
A Hybrid Layout Algorithm for Sub-Quadratic Multidimensional Scaling

INFOVIS '02 Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02)
Multiscale hybrid MDS

IV '04 Proceedings of the Information Visualisation, Eighth International Conference
Steerable, Progressive Multidimensional Scaling

INFOVIS '04 Proceedings of the IEEE Symposium on Information Visualization
Improving hybrid MDS with pivot-based searching

INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization

Quantified Score

Hi-index	0.00

Visualization

Abstract

The paper presents a novel technique for the exploration of an information space where elements are associated with a taxonomy and where each element has an associated attribute vector. A hybrid MDS method is at the core of the method. The underlying algorithm embeds elements in the 2D plane, trying to place "similar" elements close to one another. The dynamic character of the algorithm makes it a well suited tool for interactive exploration. Our first results presented here confirm our approach as a tool relevant for finding merging opportunities between companies based on various economic characteristics.