Ce diaporama a bien été signalé.
Nous utilisons votre profil LinkedIn et vos données d’activité pour vous proposer des publicités personnalisées et pertinentes. Vous pouvez changer vos préférences de publicités à tout moment.
Innovative Interfaces Transforming data into insight  Eva Kaniasty [email_address] May 2008
The age of Dynamic Visualization
Why? <ul><li>Limited attention </li></ul><ul><li>Limited time </li></ul><ul><li>Limited domain knowledge </li></ul>
Serial (Attentive) Search <ul><li>Limited Working Memory capacity </li></ul><ul><li>Limited Serial Processing capacity </l...
It’s WM(d?), stupid *This was a hoax
What’s a graph? <ul><li>Dictionary.com:  </li></ul><ul><li>A diagram representing a system of connections or  interrelatio...
Parallel (Preattentive) Search <ul><li>Similarity </li></ul><ul><li>Proximity </li></ul><ul><li>Salience/Pop-out </li></ul...
Discriminability & Attention <ul><li>Motion Detection </li></ul><ul><li>Change Detection </li></ul><ul><li>Color (especial...
Mapping data to image <ul><li>Variable Length (distinguishable steps) </li></ul><ul><li>Data Types </li></ul><ul><ul><li>N...
Good Graph vs. Bad Graph
What’s the question? <ul><ul><li>What should I do? </li></ul></ul><ul><ul><li>What should I choose?  </li></ul></ul><ul><u...
What book should I read next? <ul><ul><li>Really? </li></ul></ul>Gratuitous Graph
Visualizing Numbers Visualizing Words Visualizing Identity
Visualizing Numbers
Where is all my money going?
Analysis Mint.com
Prediction NYT.com
Planning Limited Domain Knowledge No fun
Planning Fidelity myPlan
Backcasting
Visualizing  Words
Secondary Organizers The Daily Show
Salience Newsmap
Exploration/Discovery LivePlasma
Graph as user interface Navigation Overview + Detail Direct Manipulation Immediate Feedback
Visualizing  Identity
Un-satisficing
Satisficing
Mental Shortcuts iStorez.com
Personas Buzzilions
Structuring the Subjective Buzillions
Applications <ul><li>Decision-making </li></ul><ul><li>Comparing </li></ul><ul><li>Planning </li></ul><ul><li>Predicting <...
The last word:  Funology
Prochain SlideShare
Chargement dans…5
×

Innovative Interfaces: Transforming Data Into Insight

3 407 vues

Publié le

Presented at the 2008 Boston UPA conference

Publié dans : Technologie
  • Identifiez-vous pour voir les commentaires

Innovative Interfaces: Transforming Data Into Insight

  1. 1. Innovative Interfaces Transforming data into insight Eva Kaniasty [email_address] May 2008
  2. 2. The age of Dynamic Visualization
  3. 3. Why? <ul><li>Limited attention </li></ul><ul><li>Limited time </li></ul><ul><li>Limited domain knowledge </li></ul>
  4. 4. Serial (Attentive) Search <ul><li>Limited Working Memory capacity </li></ul><ul><li>Limited Serial Processing capacity </li></ul>
  5. 5. It’s WM(d?), stupid *This was a hoax
  6. 6. What’s a graph? <ul><li>Dictionary.com: </li></ul><ul><li>A diagram representing a system of connections or interrelations among two or more things by a number of distinctive dots, lines, bars, etc. </li></ul>
  7. 7. Parallel (Preattentive) Search <ul><li>Similarity </li></ul><ul><li>Proximity </li></ul><ul><li>Salience/Pop-out </li></ul><ul><li>Closure/Continuity </li></ul><ul><li>Symmetry/Alignment </li></ul><ul><li>Figure/Ground </li></ul>Groupings Comparisons Patterns Gestalt
  8. 8. Discriminability & Attention <ul><li>Motion Detection </li></ul><ul><li>Change Detection </li></ul><ul><li>Color (especially for red, yellow, green, and blue) </li></ul><ul><li>Size/Length </li></ul><ul><li>Orientation </li></ul><ul><li>Brightness </li></ul>
  9. 9. Mapping data to image <ul><li>Variable Length (distinguishable steps) </li></ul><ul><li>Data Types </li></ul><ul><ul><li>Numerical (Ranked or Continuous) </li></ul></ul><ul><ul><li>Nominal (Categorical) </li></ul></ul>Green M, “Toward a Perceptual Science of Multidimensional Data Visualization: Bertin and Beyond.”
  10. 10. Good Graph vs. Bad Graph
  11. 11. What’s the question? <ul><ul><li>What should I do? </li></ul></ul><ul><ul><li>What should I choose? </li></ul></ul><ul><ul><li>What should I buy? </li></ul></ul><ul><ul><li>What would I like? </li></ul></ul><ul><ul><li>What if? </li></ul></ul>
  12. 12. What book should I read next? <ul><ul><li>Really? </li></ul></ul>Gratuitous Graph
  13. 13. Visualizing Numbers Visualizing Words Visualizing Identity
  14. 14. Visualizing Numbers
  15. 15. Where is all my money going?
  16. 16. Analysis Mint.com
  17. 17. Prediction NYT.com
  18. 18. Planning Limited Domain Knowledge No fun
  19. 19. Planning Fidelity myPlan
  20. 20. Backcasting
  21. 21. Visualizing Words
  22. 22. Secondary Organizers The Daily Show
  23. 23. Salience Newsmap
  24. 24. Exploration/Discovery LivePlasma
  25. 25. Graph as user interface Navigation Overview + Detail Direct Manipulation Immediate Feedback
  26. 26. Visualizing Identity
  27. 27. Un-satisficing
  28. 28. Satisficing
  29. 29. Mental Shortcuts iStorez.com
  30. 30. Personas Buzzilions
  31. 31. Structuring the Subjective Buzillions
  32. 32. Applications <ul><li>Decision-making </li></ul><ul><li>Comparing </li></ul><ul><li>Planning </li></ul><ul><li>Predicting </li></ul><ul><li>Discovering </li></ul><ul><li>Detecting Patterns </li></ul><ul><li>Describing Relationships </li></ul><ul><li>Exploring </li></ul>
  33. 33. The last word: Funology

×