Post on 03-Apr-2015
transcript
Taxonomies Frédéric Vernier
Enseignant-Chercheur LIMSI-CNRS
Maître de conf Paris XI
Cours de Visualisation d'InformationInfoVis Lecture
2
Outline
Introduction to Infovis Taxonomies Multi-variate data Cognitive tasks Visual Properties Interaction Overview+detail Focus +context Panning & zooming Trees
3
Composition de vues
Composition
Temporelle Anachronique Séquentielle Concomitante CoïncidenteParallèle / Simultanée
Spatiale Disjointe Adjacente Intersectée Imbriquée Recouvrance
Articulatoire Indépendance FissionnéeFissionnée + Dupliquée
Partiellement Dupliquée
Dupliquée
Syntaxique Différente Complétion Divergence Extension Jumelage
Sémantique ConcurrenteComplé-mentaire
Complémentaire + Redondante
Partiellement Redondante
Totalement Redondante
Asp
ect
Schema
4
Visualization Process
Data
Point of view on data
Space
Point of view on Space
Data world
Spatial world
Interaction Language
5
Data
Graphical
Non Graphical
Point of view on data
Spatial Graphique
Non Structuré Non Graphique
GraphicalAbstraction
1D, 2D, 3D, nD, Temps,Arbre, Graphe
N, O et Q
Data
Point of view on data
Space
Point of view on space
6
Space
Point of view on space(view)
Visual cues: lexiconcolor, size, label, shape, ...Layout algo: syntacticTreemaps, city metaphor, etc.
Focus + ContexteScrollingFisheye
2D 3D
Deformed Non-Deformed
Point of view on dataData
Point of view on data
Space
Point of view on space
7
Graphical Abstraction and Deformation
Ann. Besa. Bord. Bour. Caen Clermont-Ferrand Gren. Le Ma. Lill. Lyon Ma. Me. Na. Ni.
...
Annecy Besançon Bordeaux Bourges Caen Clermont-Ferrand Grenoble Le Mans Lille Lyon Marseille MetzNarbonne Nice Paris Poitiers Rennes Strasbourg Toulouse
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Exemple
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
1 2 3 4 5
6 7 8 9 10
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
Mqzedfn qzsdemoc jvi sdf dfovindfmvioj sdfiovj svifj mvfv inmidfjv difvndifvn mdiov dfvn ifnv dmifvnff diovfn divnf dmivfn sdf df dsfdoivfn do nvdiovfn do ivnfon ivfdno ivfdoifvnsdf
1 2
6 7
Ordered list of documents
Set of documents
2D Space, row of 5 docs.
Partial view on space + scrollbars
Data
Point of view on data
Space
Point of view on space
9
Multiple View
Données
Données
Pt. de vue sur données
Données
Pt. de vue sur données
Espace
Data 1 Data 2
NYSE
+
NASDAQWeb bookmark: history or graph
Chart or histogram
MS word views
Radar views
10
Chaque dimension doit être considérée séparément. On distinguera finalement les point de vue homogènes, où toutes les dimensions auront la
même granularité, des points de vue hétérogènes.
nD
Set of marksTodo list ordered by
priority
Shopping List1DNon-structured
Treillis, Multitrees
Social network Relationnal
Arbre généalogique avec
ordre
Class inheritance
tree
Hierarchical
Log JournalCalendarTemporal
3D CAD tool Quadrillage de l'espace dans une
fouille archéologique
3D
Vectoriel drawing tool
naval battle grid
2D
Milestones on highway
Set of exits along the highway
1DSpatial
Text
QuantitativeOrdinalNominalGranularityPoint of view
Problem:
Trees with length(species)
Hypertext Book
11
Ordinal / Quantitative
12
Propriétés de la Graphique
Inclusions
Liens
Tailles
Formes
Couleurs
Textures
Labels
Orientations
Règle de trois
Orientation: cf. PDH
! Ne pas oublier x,y et z !
TrainBateau Voiture
13
Zones de visualisation
Globale Locale
Vague
Précise FocusVoisinage
Contexte
Déformée
Non-déformée
Précisions
Globalité
Déformations
14
Ex: 1er Focus+Context de Spence & Apperley
FocusModalité localemais précise.
ContexteModalité globale
mais vague.
15
Drag Mag (Colin Ware)
Foci
Modalités localesmais précises. Lesdétails du terrain
apparaissent.
ContexteModalité globale
mais vague. La cartegéographique couvre
l'ensemble de lazone observée
16
Déformations
Conservationdes
Alignements
Continuité
Effet de perspective
Discontinuité de lafonction de déformation
Continuité de lafonction de déformation
Continuité de lafonction de
déformation et de sadérivée
Oui
Non
NonOui Sur une seuledimension