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Living with Tableau
 Machine: A longitudinal
investigation of a curious
    domestic intelligence



             Zachary ...
Living with Tableau
 Machine: A longitudinal
investigation of a curious
    domestic intelligence



             Zachary ...
Everyday domestic life
Capture it (Computer vision)
Interpret it (Artificial Intelligence)
Represent it (Generative Graphi...
Conversation, reflection
A mirror of life




                   &

                       A social ‘actor’
Say hello to Tableau Machine
Tableau Machine
System Implementation Overview
Tableau Machine
System Implementation Overview




              Energy
              Density
                Flow
Tableau Machine
System Implementation Overview
Quiet times
(watching TV, reading...)
Active times alone
(vacuuming, exercising...)
Social times
(family meals, homework, games...)
Wild times
(play, fighting, parties...)
Investigating
Tableau Machine
Longitudinal Investigation
                                      Household A


   • Three households in At...
The Broken TM   Household A
The Broken TM                                   Household A



Trajectory of Appreciation, Gaver et al. 2005
The Broken TM                                   Household A



Trajectory of Appreciation, Gaver et al. 2005
“Natural Expe...
Experiments
Andrew: No pictures are ever two the           Household A
same. I’ve already tried to do that.
              ...
Household C



‘NIKO’
Printing




           Household B
Printing

Household A   Average 1.46 / day

Household B   Average 3.16 / day

Household C   Average 12.64 / day
Deepening of
Reflection




               Household C
(Hints of) Personality




                  Household C
Feelings of being watched
- All 3 Mothers changed behaviors
- Aloneness as privacy

   Household A


   Household B

     ...
Implications for Ubicomp design
Co-interpretation
Implications for Ubicomp design
Activity Recognition + Activity Characterization

Household Management                    ...
Implications for Ubicomp design
Activity Recognition + Activity Characterization

Household Management                    ...
Implications for Ubicomp design
Cameras in the home
Thanks! Questions?
We acknowledge the support of NSF
IIS-0752684. We also want to thank our
participant families, our advi...
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Living with Tableau Machine - Ubicomp 2008 talk

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Talk slides from UbiComp 2008 (Seoul, SK). Presented by Zachary Pousman and Mario Romero. The slides gives a brief technical overview of Tableau Machine, a curious mirror of domestic life and then details the results of three eight-week deployments of TM into homes in Atlanta, GA (USA). The householders found TM curious at first, but began to appreciate its strange and abstract statements and to form intimate attachments to the system over time.

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Transcript of "Living with Tableau Machine - Ubicomp 2008 talk"

  1. 1. Living with Tableau Machine: A longitudinal investigation of a curious domestic intelligence Zachary Pousman, Georgia Tech Mario Romero, Georgia Tech Adam Smith, UC Santa Cruz Michael Mateas, UC Santa Cruz
  2. 2. Living with Tableau Machine: A longitudinal investigation of a curious domestic intelligence Zachary Pousman, Georgia Tech Mario Romero, Georgia Tech Adam Smith, UC Santa Cruz Michael Mateas, UC Santa Cruz
  3. 3. Everyday domestic life Capture it (Computer vision) Interpret it (Artificial Intelligence) Represent it (Generative Graphic Design, HCI)
  4. 4. Conversation, reflection
  5. 5. A mirror of life & A social ‘actor’
  6. 6. Say hello to Tableau Machine
  7. 7. Tableau Machine System Implementation Overview
  8. 8. Tableau Machine System Implementation Overview Energy Density Flow
  9. 9. Tableau Machine System Implementation Overview
  10. 10. Quiet times (watching TV, reading...)
  11. 11. Active times alone (vacuuming, exercising...)
  12. 12. Social times (family meals, homework, games...)
  13. 13. Wild times (play, fighting, parties...)
  14. 14. Investigating
  15. 15. Tableau Machine Longitudinal Investigation Household A • Three households in Atlanta GA • 6-8 weeks • Elicitation techniques: • Interviews • Feltboard Household B • Wordgame • Print outs • Broken (misconfigured) TM Household C
  16. 16. The Broken TM Household A
  17. 17. The Broken TM Household A Trajectory of Appreciation, Gaver et al. 2005
  18. 18. The Broken TM Household A Trajectory of Appreciation, Gaver et al. 2005 “Natural Experiment”
  19. 19. Experiments Andrew: No pictures are ever two the Household A same. I’ve already tried to do that. Waving at the cameras (kids) Interviewer: Is that right? You tried to do that? How did that work? Turning off and on lights Andrew: ... So yeah, no, there was no one else in the house. So I just sat right here and I was just [he mimes holding still], and I was looking at it and looking at it and... Household C But I could never get it, the same exact image. ... Well that’s what I’m trying to Waving at the cameras (kids) figure out, if it’s taking numbers, images, Wailing on the floor while mom from [the cameras], then why is it not the watched from the dining room same picture every time? You know? Household A
  20. 20. Household C ‘NIKO’
  21. 21. Printing Household B
  22. 22. Printing Household A Average 1.46 / day Household B Average 3.16 / day Household C Average 12.64 / day
  23. 23. Deepening of Reflection Household C
  24. 24. (Hints of) Personality Household C
  25. 25. Feelings of being watched - All 3 Mothers changed behaviors - Aloneness as privacy Household A Household B Charlie: [pointing up] his spies... Household C Carla: Yeah, he calls it Niko and his spies. Interviewer: Really, ‘Niko and his spies’? Carla: Yeah. Household C
  26. 26. Implications for Ubicomp design Co-interpretation
  27. 27. Implications for Ubicomp design Activity Recognition + Activity Characterization Household Management Household life Indoor Activities Outdoor Activities Attribute you care about Cleaning Yard work Cooking Exterior maintenance Attribute you care about
  28. 28. Implications for Ubicomp design Activity Recognition + Activity Characterization Household Management Household life Indoor Activities Outdoor Activities Attribute you care about Cleaning Yard work Cooking Exterior maintenance   Attribute you care about
  29. 29. Implications for Ubicomp design Cameras in the home
  30. 30. Thanks! Questions? We acknowledge the support of NSF IIS-0752684. We also want to thank our participant families, our advisors (John Stasko and Gregory Abowd), draft readers, reviewers and shepherd. Zach Pousman : zach@cc.gatech.edu Mario Romero : mromero@cc.gatech.edu
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