Difference between revisions of "Lesson03"

From Visual Analytics and Applications
Jump to navigation Jump to search
(Created page with "<div style=background:#2B3856 border:#A3BFB1> 250px <font size = 5; color="#FFFFFF">ISSS608 Visual Analytics and Applications</font> </div> <!--MAIN HEADER...")
 
Line 28: Line 28:
 
|}
 
|}
 
<br/>
 
<br/>
 +
 +
<Font size =5>'''Core Skills for Visual Analytics'''</font>
 +
 +
<font size = 3>[[Media:IS428_Lesson04.pdf|Lesson 4 slides]]</font>
 +
 +
 +
== Content ==
 +
 +
Interaction Concepts and Framework
 +
*  Interaction Operators
 +
*  Interaction Operands and Spaces
 +
*  A Unified Framework
 +
 +
Interactive Techniques
 +
*  Brushing
 +
*  Identification
 +
*  Scaling
 +
*  Subset selection
 +
*  Line segments link views
 +
*  Dragging points
 +
*  Rotating
 +
 +
Typology of interaction
 +
*  Screen space
 +
*  Object-space (3D surfaces)
 +
*  Data space (multivariate data values)
 +
*  Attribute space (properties of graphical entities)
 +
*  Data structure space (components of data organization)
 +
*  Visualization structure space (components of the data visualization)
 +
*  Animating Transformation
 +
 +
 +
 +
== Hands-On Session ==
 +
 +
*  Programming Interactive Data Visualisation for the Web Workshop
 +
** [[Media:PIDV4.pdf|Hands-on Exercise 4: Design with Interactivity]]
 +
 +
Useful references
 +
* Creating Animations and Transitions With D3 by Jerome Cukier [http://blog.visual.ly/creating-animations-and-transitions-with-d3-js/]
 +
 +
* Chapter 9. Updates, Transitions, and Motion of Interactive Data Visualization for the Web [http://chimera.labs.oreilly.com/books/1230000000345/ch09.html]
 +
 +
* Chapter 4. Interaction and Transitions of Getting Started with D3 [https://www.safaribooksonline.com/library/view/getting-started-with/9781449328788/ch04.html]
 +
 +
 +
== Daily Readings ==
 +
 +
{| border="1" cellpadding="1"
 +
|-
 +
|width="5pt"|Day
 +
|width="10pt"|Time required
 +
|width="350pt"|Readings
 +
|-
 +
|Monday||60 mins||
 +
Interactive Dynamics for Visual Analysis '''(must read)'''[http://queue.acm.org/detail.cfm?id=2146416]
 +
 +
The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations '''(must read)'''[http://people.cs.ubc.ca/~tmm/courses/cs533c-02/readings/shneiderman96eyes.pdf]
 +
 +
Toward a Deeper Understanding of the Role of Interaction in Information Visualization. [http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.94.7908&rep=rep1&type=pdf]
 +
 +
Brushing [http://onlinelibrary.wiley.com.libproxy.smu.edu.sg/doi/10.1002/wics.132/pdf]
 +
 +
The Sunrest Path to Visual Discovery [http://www.perceptualedge.com/articles/b-eye/path_to_visual_discovery.pdf]
 +
 +
|-
 +
|Tuesday||60 mins||
 +
 +
Coordinated Highlighting in Context '''(must read)''' [http://www.perceptualedge.com/articles/visual_business_intelligence/coordinated_highlighting_in_context.pdf]
 +
 +
Enhancing Visual Analysis by Linking Multiple Views of Data '''(must read)'''[http://www.tableausoftware.com/whitepapers/enhancing-visual-analysis-linking-multiple-views-data]
 +
 +
Snap-together visualization: can users construct and
 +
operate coordinated visualizations? [http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.25.1333&rep=rep1&type=pdf] 
 +
 +
Generalized Selection via Interactive Query Relaxation [http://hci.stanford.edu/courses/cs448b/papers/Heer-GeneralizedSelection.pdf]
 +
 +
|-
 +
 +
|Wednesday||60 mins||
 +
 +
Animated Transitions in Statistical Data Graphics '''(must read)''' [http://vis.berkeley.edu/papers/animated_transitions/2007-AnimatedTransitions-InfoVis.pdf]
 +
 +
Animation: can it facilitate? [http://hci.stanford.edu/courses/cs448b/papers/Tversky_AnimationFacilitate_IJHCS02.pdf]
 +
 +
|-
 +
|Thursday||60 mins||
 +
 +
Effectiveness of Animation in Trend Visualization '''(must read)'''[http://research.microsoft.com/en-us/um/redmond/groups/cue/publications/tvcg2008-trendvis.pdf]
 +
 +
 +
|-
 +
|}
 +
 +
== Useful Software Tools ==
 +
 +
'''Desktop'''
 +
 +
ViSta [http://www.uv.es/visualstats/Book/]
 +
 +
GGobi [http://www.ggobi.org/]
 +
 +
Mondrian [http://rosuda.org/mondrian/]
 +
 +
 +
'''Web-based'''
 +
 +
ManyEyes [http://www-958.ibm.com/software/data/cognos/manyeyes/]
 +
 +
Google Chart Tools [http://code.google.com/apis/chart/]
 +
 +
 +
Taleau Public [http://www.tableausoftware.com/public]
 +
 +
TIBCO Silver Spotfire [http://spotfire.tibco.com/silverspotfire/default.aspx]
 +
 +
 +
== Discussion ==
 +
 +
[[Talk:Lesson04|Discussion Lesson 04]]

Revision as of 00:49, 9 August 2016

Vaa.jpg ISSS608 Visual Analytics and Applications

About

Weekly Session

Assignments

Visual Analytics Project

Course Resources

 


Core Skills for Visual Analytics

Lesson 4 slides


Content

Interaction Concepts and Framework

  • Interaction Operators
  • Interaction Operands and Spaces
  • A Unified Framework

Interactive Techniques

  • Brushing
  • Identification
  • Scaling
  • Subset selection
  • Line segments link views
  • Dragging points
  • Rotating

Typology of interaction

  • Screen space
  • Object-space (3D surfaces)
  • Data space (multivariate data values)
  • Attribute space (properties of graphical entities)
  • Data structure space (components of data organization)
  • Visualization structure space (components of the data visualization)
  • Animating Transformation


Hands-On Session

Useful references

  • Creating Animations and Transitions With D3 by Jerome Cukier [1]
  • Chapter 9. Updates, Transitions, and Motion of Interactive Data Visualization for the Web [2]
  • Chapter 4. Interaction and Transitions of Getting Started with D3 [3]


Daily Readings

Day Time required Readings
Monday 60 mins

Interactive Dynamics for Visual Analysis (must read)[4]

The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations (must read)[5]

Toward a Deeper Understanding of the Role of Interaction in Information Visualization. [6]

Brushing [7]

The Sunrest Path to Visual Discovery [8]

Tuesday 60 mins

Coordinated Highlighting in Context (must read) [9]

Enhancing Visual Analysis by Linking Multiple Views of Data (must read)[10]

Snap-together visualization: can users construct and operate coordinated visualizations? [11]

Generalized Selection via Interactive Query Relaxation [12]

Wednesday 60 mins

Animated Transitions in Statistical Data Graphics (must read) [13]

Animation: can it facilitate? [14]

Thursday 60 mins

Effectiveness of Animation in Trend Visualization (must read)[15]


Useful Software Tools

Desktop

ViSta [16]

GGobi [17]

Mondrian [18]


Web-based

ManyEyes [19]

Google Chart Tools [20]


Taleau Public [21]

TIBCO Silver Spotfire [22]


Discussion

Discussion Lesson 04

Retrieved from ‘https://wiki.smu.edu.sg/1617t1ISSS608g1/index.php?title=Lesson03&oldid=384’