visualization/aesthetics/semantics viewing cues sheelagh carpendale university of calgary
TRANSCRIPT
![Page 1: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/1.jpg)
Visualization/Aesthetics/Semantics
Viewing Cues
Sheelagh CarpendaleUniversity of Calgary
![Page 2: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/2.jpg)
Visual Complexity• increasing information complexity
-> increasing visual representation complexity• unknown information spaces
-> space probes, satellites, electron microscopes
• visual representation of abstract information & concepts
• all lead to increasingly complex visualizations
GalaxiesPacific Northwest National Laboratory,Information Visualization
Cosmic TumbleweedPacific Northwest National Laboratory,Information Visualization
The TardisSEED Project,Carpendale, Cowperthwaite, Fall
![Page 3: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/3.jpg)
Mis-interpretation is common
used with permission © 2001 The New Yorker Collection from cartoonbank.com. All Rights Reserved.
![Page 4: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/4.jpg)
Mis-interpretation is common
Churchwarden’s accounts of St. Dunstan in the West (1628-45)Guildhall Library Ms 2968/3 Guildhall Library, Corporation of London
![Page 5: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/5.jpg)
Mis-interpretation is common
Churchwarden’s accounts of St. Dunstan in the West (1628-45)Guildhall Library Ms 2968/3 Guildhall Library, Corporation of London
![Page 6: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/6.jpg)
Drawing a parallel: viewing & reading
• viewing operations (text - reading)
– a query to be answered by inspecting the visualization– possibly more complex than reading - not all
visualizations support all viewing operations – data may have been
omitted/misrepresented/obscured/distorted
In collaboration with Thomas Strothotte
![Page 7: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/7.jpg)
Drawing a parallel: viewing & reading
• viewing operations (text - reading)
– a query to be answered by inspecting the visualization– possibly more complex than reading - not all visualizations
support all viewing operations (data may have been omitted/misrepresented/obscured/distorted)
• viewing methods (text - whole language reading vs. phonetic reading)– the procedure used by the viewer to carry out the
viewing operation– since visualizations can be interactive viewing methods
can be static or dynamic
In collaboration with Thomas Strothotte
![Page 8: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/8.jpg)
Drawing a parallel: viewing & reading
• viewing operations (text - reading)– a query to be answered by inspecting the visualization– possibly more complex than reading - not all visualizations support all
viewing operations (data may have been omitted/misrepresented/obscured/distorted)
• viewing methods (text - whole language reading vs. phonetic reading)– the procedure used by the viewer to carry out the viewing operation– since visualizations can be interactive viewing methods can be static or
dynamic
• viewing cues (text - spaces/punctuation//page numbers/chapter headings/etc.)– any aspect of the presentation that has been added solely for
the purposes of guiding users in discovering and carrying out viewing operations
– in text we take the presence of these cues for granted, in visualizations we still need to work these out
In collaboration with Thomas Strothotte
![Page 9: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/9.jpg)
Spatial or Dominance Axis
• Integrated viewing cues– incorporated directly into the visualization– in text: using italics is an integrated viewing cue
• Augmented viewing cues– are located within the space of the primary
visualization but a distinct– in text: underlining is an augmented viewing cue
• Accompanying viewing cues– the cue is placed adjacently– in text: a mark in the margin or a footnote1 are
accompanying viewing cues
1 A footnote can add some extra explanation
![Page 10: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/10.jpg)
Cultural Axis
• Pre-attentive viewing cues– uses pre-attentive perceptual abilities - no conscious
processing– not culturally tied
• Acquired viewing cues (text - gaps between words)
– a perceptual skill that has been ‘internalized’- included here are perceptual skills that may be discovered to be pre-attentive on further testing
• Formalized viewing cues (text - alphabet)
– a visual formalism is a visual representation that has agreed upon meaning for for a given community
• Constructed viewing cues– is designed specifically for the visualization it is used with– a re-used construction becomes a visual formalism, for example
thought balloons is comics.
![Page 11: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/11.jpg)
A Space of Viewing CuesSpatial Axis
Cultural Axis
Integrated Augmented Accompanying
Pre-attentive
Acquired
Formalized
Constructed
Shape from shading Occlusion, shadows Surrounding flash
Perspective Rear-view
Orthographic projections
BackdropsCartographic grids
Including object of known size
Difference bitmap images
Frame to establish spatial alphabet
Transparency to indicate scale
![Page 12: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/12.jpg)
Pre-attentive processing
23589457397568607967524535123465346243562457624572456134523523523523523524351345324716498762987460329587235827653363787213876429876987636409872169653296241392374621639876398712365971245938746387469887126498172649872165971523972356987129721653978216409871246478346721898763945089776439821734694649643927643098726342874698649875971523971239764908714698764987243698127346987461435895321456865437
23589457397568607967524535123465346243562457624572456134523523523523523524351345324716498762987460329587235827653363787213876429876987636409872169653296241392374621639876398712365971245938746387469887126498172649872165971523972356987129721653978216409871246478346721898763945089776439821734694649643927643098726342874698649875971523971239764908714698764987243698127346987461435895321456865437
C. Ware Information Visualization: Perception for design
![Page 13: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/13.jpg)
Pre-attentive processing
These show typical results
X
Number of distracters
Response time(milliseconds)
1000
250
750
500
9 1263
X X X
pre-attentivenon-pre-attentive
X
C. Ware Information Visualization: Perception for design
![Page 14: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/14.jpg)
Integrated Pre-attentive Viewing Cue
• Example: Shape from shading– A pre-attentive ability is a perceptual skill that does not
require conscious processing
![Page 15: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/15.jpg)
Sparse representations
integrated pre-attentive
![Page 16: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/16.jpg)
Unfamiliar Representations
integrated pre-attentive
![Page 17: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/17.jpg)
Shape from shadingintegrated pre-attentive
![Page 18: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/18.jpg)
Augmented Pre-attentive Viewing Cue
• Example: occlusion– Occlusion provides
information about 3D shape
Cowperthwaite and Carpendale,
![Page 19: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/19.jpg)
Accompanying Pre-attentive
• Example: surrounding flash
Notice This
![Page 20: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/20.jpg)
Accompanying Pre-attentive
• Example: surrounding flash
Notice This
![Page 21: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/21.jpg)
Integrated Acquired Viewing Cues
• An acquired skill is one that has been learned so well that it is processed almost as fast a pre-attentive ability
• Example: perspective
![Page 22: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/22.jpg)
• An acquired skill is one that has been learned so well that it is processed almost as fast a pre-attentive ability
• Example: perspective
Integrated Acquired Viewing Cues
![Page 23: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/23.jpg)
• An acquired skill is one that has been learned so well that it is processed almost as fast a pre-attentive ability
• Example: perspective
Integrated Acquired Viewing Cues
![Page 24: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/24.jpg)
Perspective can be very convincing
Integrated acquired
Image courtesy of Al Seckel, Illusion Works, L. L. C., http://www.illusionworks.com/html/ames_room.html
![Page 25: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/25.jpg)
Augmented Acquired Viewing Cues
• Example: including object of known size
Interior of St Bavo's ChurchP. J. Saenredamcourtesy of: National Gallery of Scotland, Edinburgh
![Page 26: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/26.jpg)
Accompanying Acquired Viewing Cues
• Example: sideview mirror
![Page 27: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/27.jpg)
Integrated formalized viewing cues
• Example: the cartographic grid
J. Bertin,Semiology of Graphics,
![Page 28: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/28.jpg)
Integrated formalized viewing cues
• Example: the cartographic grid
J. Bertin,Semiology of Graphics,
![Page 29: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/29.jpg)
Augmented formalized viewing cues
• Example: backdrops
Images: Andreas Raab and Thomas Strothotte,
![Page 30: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/30.jpg)
accompanying formalized viewing cues
• Example: orthographic projections
![Page 31: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/31.jpg)
Accompanying formalized viewing cues
• Example: orthographic projections
![Page 32: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/32.jpg)
Integrated constructed viewing cues
• Example: transparency to indicate scale
Image: Andreas Raab and Thomas Strothotte,
![Page 33: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/33.jpg)
Augmented constructed viewing cues
• Example: using ‘halos’ to reveal flow lines (V. Interrante)
Images: Victoria Interrante
![Page 34: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/34.jpg)
Augmented constructed viewing cues
• Example: using ‘halos’ to reveal flow lines
Image: Victoria Interrante
![Page 35: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/35.jpg)
Augmented constructed viewing cues
• Example: using ‘halos’ to reveal flow lines
Image: Victoria Interrante
![Page 36: Visualization/Aesthetics/Semantics Viewing Cues Sheelagh Carpendale University of Calgary](https://reader035.vdocuments.net/reader035/viewer/2022062323/5697c0111a28abf838ccb74b/html5/thumbnails/36.jpg)
Accompanying constructed viewing cues
• Example: difference bitmap images
Thomas Strothotte,University of Magdebeug