Dynamic Composite Data Physicalization Using Wheeled Micro-Robots

This paper introduces dynamic composite physicalizations, a new class of physical visualizations that use collections of self-propelled objects to represent data. Dynamic composite physicalizations can be used both to give physical form to well-known interactive visualization techniques, and to expl...

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Published inIEEE transactions on visualization and computer graphics Vol. 25; no. 1; pp. 737 - 747
Main Authors Le Goc, Mathieu, Perin, Charles, Follmer, Sean, Fekete, Jean-Daniel, Dragicevic, Pierre
Format Journal Article
LanguageEnglish
Published United States IEEE 01.01.2019
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Institute of Electrical and Electronics Engineers
Subjects
Online AccessGet full text
ISSN1077-2626
1941-0506
1941-0506
DOI10.1109/TVCG.2018.2865159

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Abstract This paper introduces dynamic composite physicalizations, a new class of physical visualizations that use collections of self-propelled objects to represent data. Dynamic composite physicalizations can be used both to give physical form to well-known interactive visualization techniques, and to explore new visualizations and interaction paradigms. We first propose a design space characterizing composite physicalizations based on previous work in the fields of Information Visualization and Human Computer Interaction. We illustrate dynamic composite physicalizations in two scenarios demonstrating potential benefits for collaboration and decision making, as well as new opportunities for physical interaction. We then describe our implementation using wheeled micro-robots capable of locating themselves and sensing user input, before discussing limitations and opportunities for future work.
AbstractList This paper introduces dynamic composite physicalizations, a new class of physical visualizations that use collections of self-propelled objects to represent data. Dynamic composite physicalizations can be used both to give physical form to well-known interactive visualization techniques, and to explore new visualizations and interaction paradigms. We first propose a design space characterizing composite physicalizations based on previous work in the fields of Information Visualization and Human Computer Interaction. We illustrate dynamic composite physicalizations in two scenarios demonstrating potential benefits for collaboration and decision making, as well as new opportunities for physical interaction. We then describe our implementation using wheeled micro-robots capable of locating themselves and sensing user input, before discussing limitations and opportunities for future work.
This paper introduces dynamic composite physicalizations, a new class of physical visualizations that use collections of self-propelled objects to represent data. Dynamic composite physicalizations can be used both to give physical form to well-known interactive visualization techniques, and to explore new visualizations and interaction paradigms. We first propose a design space characterizing composite physicalizations based on previous work in the fields of Information Visualization and Human Computer Interaction. We illustrate dynamic composite physicalizations in two scenarios demonstrating potential benefits for collaboration and decision making, as well as new opportunities for physical interaction. We then describe our implementation using wheeled micro-robots capable of locating themselves and sensing user input, before discussing limitations and opportunities for future work.This paper introduces dynamic composite physicalizations, a new class of physical visualizations that use collections of self-propelled objects to represent data. Dynamic composite physicalizations can be used both to give physical form to well-known interactive visualization techniques, and to explore new visualizations and interaction paradigms. We first propose a design space characterizing composite physicalizations based on previous work in the fields of Information Visualization and Human Computer Interaction. We illustrate dynamic composite physicalizations in two scenarios demonstrating potential benefits for collaboration and decision making, as well as new opportunities for physical interaction. We then describe our implementation using wheeled micro-robots capable of locating themselves and sensing user input, before discussing limitations and opportunities for future work.
Author Perin, Charles
Dragicevic, Pierre
Le Goc, Mathieu
Follmer, Sean
Fekete, Jean-Daniel
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Cites_doi 10.1145/1866029.1866075
10.1145/2702123.2702237
10.1145/2909132.2909247
10.1177/014662168000400305
10.2307/2288400
10.1145/2076354.2076368
10.1007/s00779-009-0279-7
10.1515/9783110854688
10.1109/TVCG.2014.2346250
10.1145/289444.289491
10.1145/1978942.1979033
10.1109/TVCG.2007.70541
10.1109/TVCG.2012.199
10.1109/TVCG.2017.2743859
10.1145/3173574.3173728
10.1016/0004-3702(94)00017-U
10.1145/1057237.1057242
10.1145/255950.153577
10.1145/2207676.2208370
10.1109/TVCG.2013.134
10.1145/2984511.2984547
10.1145/2702123.2702180
10.1016/j.intcom.2006.03.006
10.1109/ROMAN.2013.6628441
10.1145/258549.258803
10.1559/152304086783900068
10.1177/001872088202400109
10.1109/TVCG.2014.2359887
10.1109/TVCG.2007.70539
10.1145/502512.502530
10.1109/TVCG.2008.153
10.1080/01449298208914450
10.1145/1142405.1142429
10.1057/palgrave.ivs.9500099
10.1109/TVCG.2014.2346424
10.1145/2702123.2702604
10.1145/3025453.3025877
10.1145/3025453.3025512
10.1109/MCG.2010.101
10.1109/TVCG.2014.2346984
10.4135/9781412985130
10.1145/3130931
10.1109/TVCG.2014.2346279
10.1109/ComComAp.2012.6154871
10.1145/571985.572011
10.4324/9781315658520
10.1145/2501988.2502032
10.1145/1413634.1413696
10.1109/TVCG.2016.2598498
10.1145/1226969.1226984
10.1109/TVCG.2014.2346292
10.1145/2470654.2481359
10.1111/cgf.12935
10.1109/TVCG.2013.227
10.1145/2858036.2858058
10.1145/332040.332473
10.1145/2807442.2807488
10.1145/1518701.1518851
10.1145/2396636.2396675
10.1109/SIBGRAPI.2007.21
10.1109/MC.1983.1654471
10.1145/2642918.2647377
10.1007/s10551-008-9665-8
10.1109/TVCG.2016.2598920
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data physicalization
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References ref57
ref56
ref12
bertin (ref9) 1983
ref59
ref15
beaudouin-lafon (ref6) 2000
tweedie (ref85) 1997
ref58
ref14
ref53
fraser (ref24) 2008
ref52
ref55
ref11
ref54
ref10
(ref29) 2018
ref18
jansen (ref38) 2012
ref92
ref51
ref50
ref91
rosling (ref74) 2005
schmandt-besserat (ref76) 1999; 26
ref46
ref89
ref45
ref48
ref47
ref86
ref42
ref41
perin (ref69) 2015
smith (ref17) 1995
ref88
ref44
ref87
ref43
yi (ref90) 2005; 4
coyle (ref16) 2012
ref49
ref8
ref7
paulovich (ref66) 2007
ariely (ref3) 2012; 336
ref5
ref82
ref81
ref40
ref84
ref83
(ref62) 2016
ref80
ref79
ref35
ref34
ref37
schneider (ref78) 2017; lncs 10515
ref31
ref2
jansen (ref36) 2014
ref39
huron (ref33) 2015
rzeszotarski (ref75) 2014
ref71
dragicevic (ref19) 2011
ref73
haroz (ref25) 2015
ref72
gonzález (ref63) 2016
ref67
ref23
ref64
ref22
ref21
harris (ref26) 1999
cafe (ref13) 2006
park (ref65) 2017
ref28
ref27
aisch (ref1) 2016
schneider (ref77) 2015
perin (ref70) 2014
hunger (ref32) 2008
ref60
dragicevic (ref20) 2013
perin (ref68) 2015
ref61
(ref4) 2008
hu (ref30) 2010; 30
References_xml – ident: ref89
  doi: 10.1145/1866029.1866075
– ident: ref87
  doi: 10.1145/2702123.2702237
– year: 2014
  ident: ref36
  publication-title: Physical and Tangible Information Visualization
– ident: ref53
  doi: 10.1145/2909132.2909247
– start-page: 897
  year: 2014
  ident: ref75
  article-title: Kinetica: Naturalistic multi-touch data visualization
  publication-title: Proc CHI '14
– year: 2017
  ident: ref65
  article-title: Atom: A grammar for unit visualizations
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– ident: ref88
  doi: 10.1177/014662168000400305
– year: 1983
  ident: ref9
  publication-title: Semiology of Graphics
– ident: ref15
  doi: 10.2307/2288400
– ident: ref60
  doi: 10.1145/2076354.2076368
– year: 2018
  ident: ref29
  publication-title: HTC Corp Vive - base station
– ident: ref71
  doi: 10.1007/s00779-009-0279-7
– year: 2016
  ident: ref1
  publication-title: Why we used jittery gauges in our live election forecast
– ident: ref8
  doi: 10.1515/9783110854688
– ident: ref45
  doi: 10.1109/TVCG.2014.2346250
– year: 2015
  ident: ref68
  article-title: Diy bertin matrix
  publication-title: Proc of the CHI Workshop on Exploring the Challenges of Making Data Physical
– ident: ref12
  doi: 10.1145/289444.289491
– year: 2013
  ident: ref20
  publication-title: 2010 - Hans Rosling adopts physical visualizations
– year: 2008
  ident: ref24
  publication-title: Wooden brain
– ident: ref49
  doi: 10.1145/1978942.1979033
– ident: ref72
  doi: 10.1109/TVCG.2007.70541
– ident: ref61
  doi: 10.1109/TVCG.2012.199
– volume: 336
  year: 2012
  ident: ref3
  publication-title: The (Honest) Truth about Dishonesty-How We Lie to Everyone-Especially Ourselves
– ident: ref46
  doi: 10.1109/TVCG.2017.2743859
– start-page: 2009
  year: 2011
  ident: ref19
  article-title: Temporal distortion for animated transitions
  publication-title: Proc CHI '11
– ident: ref84
  doi: 10.1145/3173574.3173728
– ident: ref43
  doi: 10.1016/0004-3702(94)00017-U
– ident: ref86
  doi: 10.1145/1057237.1057242
– ident: ref73
  doi: 10.1145/255950.153577
– year: 2015
  ident: ref33
  publication-title: Constructive Visualization
– ident: ref58
  doi: 10.1145/2207676.2208370
– start-page: 522
  year: 2005
  ident: ref74
  article-title: New software brings statistics beyond the eye
  publication-title: Statistics Knowledge and Policy Key Indicators to Inform Decision Making
– ident: ref37
  doi: 10.1109/TVCG.2013.134
– ident: ref54
  doi: 10.1145/2984511.2984547
– ident: ref40
  doi: 10.1145/2702123.2702180
– ident: ref81
  doi: 10.1016/j.intcom.2006.03.006
– ident: ref48
  doi: 10.1109/ROMAN.2013.6628441
– start-page: 375
  year: 1997
  ident: ref85
  article-title: Characterizing interactive externalizations
  publication-title: Proc CHI '97
  doi: 10.1145/258549.258803
– ident: ref51
  doi: 10.1559/152304086783900068
– ident: ref55
  doi: 10.1177/001872088202400109
– volume: 26
  year: 1999
  ident: ref76
  article-title: Tokens: the cognitive significance
  publication-title: Documenta Praehistorica
– ident: ref31
  doi: 10.1109/TVCG.2014.2359887
– ident: ref27
  doi: 10.1109/TVCG.2007.70539
– start-page: 887
  year: 2014
  ident: ref70
  article-title: A table!: Improving temporal navigation in soccer ranking tables
  publication-title: Proc CHI '14
– ident: ref41
  doi: 10.1145/502512.502530
– year: 2016
  ident: ref62
  publication-title: Sanddance Visually explore understand and present data
– ident: ref22
  doi: 10.1109/TVCG.2008.153
– ident: ref79
  doi: 10.1080/01449298208914450
– year: 2015
  ident: ref69
  article-title: Workshop on Personal Visualization: Exploring Data in Everyday Life
  publication-title: IEEE VIS 2015 Electronic Conference Proceedings
– ident: ref44
  doi: 10.1145/1142405.1142429
– year: 1999
  ident: ref26
  publication-title: Information Graphics A Comprehensive Illustrated Reference
– volume: 4
  start-page: 239
  year: 2005
  ident: ref90
  article-title: Dust & magnet: Multivariate information visualization using a magnet metaphor
  publication-title: Information Visualization
  doi: 10.1057/palgrave.ivs.9500099
– start-page: 2865
  year: 2012
  ident: ref38
  article-title: Tangible remote controllers for wall-size displays
  publication-title: Proc CHI '12
– ident: ref14
  doi: 10.1109/TVCG.2014.2346424
– ident: ref82
  doi: 10.1145/2702123.2702604
– ident: ref2
  doi: 10.1145/3025453.3025877
– ident: ref10
  doi: 10.1145/3025453.3025512
– volume: 30
  start-page: 54
  year: 2010
  ident: ref30
  article-title: Visualizing graphs and clusters as maps
  publication-title: IEEE Computer Graphics and Applications
  doi: 10.1109/MCG.2010.101
– start-page: 2025
  year: 2012
  ident: ref16
  article-title: I did that! measuring users' experience of agency in their own actions
  publication-title: Proc CHI '12
– volume: lncs 10515
  start-page: 374
  year: 2017
  ident: ref78
  article-title: Your Data, Your Vis: Personalizing Personal Data Visualizations
  publication-title: Proc INTERACT '17
– ident: ref11
  doi: 10.1109/TVCG.2014.2346984
– ident: ref47
  doi: 10.4135/9781412985130
– ident: ref42
  doi: 10.1145/3130931
– ident: ref67
  doi: 10.1109/TVCG.2014.2346279
– ident: ref92
  doi: 10.1109/ComComAp.2012.6154871
– start-page: 60
  year: 1995
  ident: ref17
  article-title: The hand that rocks the cradle
  publication-title: ID Magazine
– ident: ref64
  doi: 10.1145/571985.572011
– ident: ref18
  doi: 10.4324/9781315658520
– ident: ref23
  doi: 10.1145/2501988.2502032
– ident: ref91
  doi: 10.1145/1413634.1413696
– ident: ref83
  doi: 10.1109/TVCG.2016.2598498
– ident: ref59
  doi: 10.1145/1226969.1226984
– ident: ref34
  doi: 10.1109/TVCG.2014.2346292
– year: 2015
  ident: ref77
  publication-title: 3d tangibles facilitate joint visual attention in dyads
– year: 2006
  ident: ref13
  publication-title: Of all people in all the world
– ident: ref39
  doi: 10.1145/2470654.2481359
– ident: ref7
  doi: 10.1111/cgf.12935
– ident: ref35
  doi: 10.1109/TVCG.2013.227
– ident: ref21
  doi: 10.1145/2858036.2858058
– start-page: 446
  year: 2000
  ident: ref6
  article-title: Instrumental interaction: an interaction model for designing post-wimp user interfaces
  publication-title: Proc CHI '00
  doi: 10.1145/332040.332473
– ident: ref52
  doi: 10.1145/2807442.2807488
– ident: ref28
  doi: 10.1145/1518701.1518851
– ident: ref5
  doi: 10.1145/2396636.2396675
– year: 2008
  ident: ref32
  publication-title: On lego powered time-tracking my daily column
– start-page: 27
  year: 2007
  ident: ref66
  article-title: The projection explorer: A flexible tool for projection-based multidimensional visualization
  publication-title: Computer Graphics and Image Processing 2007 SIBGRAPI 2007 XX Brazilian Symposium on
  doi: 10.1109/SIBGRAPI.2007.21
– ident: ref80
  doi: 10.1109/MC.1983.1654471
– start-page: 4189
  year: 2016
  ident: ref63
  article-title: Touchtokens: guiding touch patterns with passive tokens
  publication-title: Proc of CHI'16
– ident: ref57
  doi: 10.1145/2642918.2647377
– year: 2008
  ident: ref4
  publication-title: Kinetic sculpture - the shapes of things to come
– start-page: 1191
  year: 2015
  ident: ref25
  article-title: Isotype visualization: Working memory, performance, and engagement with pictographs
  publication-title: Proc of CHI'15
– ident: ref50
  doi: 10.1007/s10551-008-9665-8
– ident: ref56
  doi: 10.1109/TVCG.2016.2598920
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Snippet This paper introduces dynamic composite physicalizations, a new class of physical visualizations that use collections of self-propelled objects to represent...
This paper introduces dynamic composite physicalizations , a new class of physical visualizations that use collections of self-propelled objects to represent...
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SubjectTerms Animation
Collaboration
Computer Science
data physicalization
Data visualization
Decision making
Human computer interaction
information visualization
Microrobots
Scientific visualization
Shape
tangible user interfaces
Two dimensional displays
Visualization
Title Dynamic Composite Data Physicalization Using Wheeled Micro-Robots
URI https://ieeexplore.ieee.org/document/8440836
https://www.ncbi.nlm.nih.gov/pubmed/30136993
https://www.proquest.com/docview/2154026130
https://www.proquest.com/docview/2092520328
https://inria.hal.science/hal-01848436
Volume 25
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