Living with Tableau Machine - Ubicomp 2008 talk
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Transcript of Living with Tableau Machine - Ubicomp 2008 talk
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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
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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
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Everyday domestic lifeCapture it (Computer vision)
Interpret it (Artificial Intelligence)
Represent it (Generative Graphic Design, HCI)
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Conversation, reflection
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A social ‘actor’
&
A mirror of life
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Say hello to Tableau Machine
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Tableau MachineSystem Implementation Overview
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Tableau MachineSystem Implementation Overview
Energy
Density
Flow
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Tableau MachineSystem Implementation Overview
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Quiet times(watching TV, reading...)
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Active times alone(vacuuming, exercising...)
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Social times(family meals, homework, games...)
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Wild times(play, fighting, parties...)
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Investigating
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Tableau MachineLongitudinal Investigation
• Three households in Atlanta GA
• 6-8 weeks
• Elicitation techniques:
• Interviews
• Feltboard
• Wordgame
• Print outs
• Broken (misconfigured) TM
Household A
Household B
Household C
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The Broken TM Household A
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The Broken TMTrajectory of Appreciation, Gaver et al. 2005
Household A
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The Broken TMTrajectory of Appreciation, Gaver et al. 2005
“Natural Experiment”
Household A
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Experiments
Household AAndrew: No pictures are ever two the same. I’ve already tried to do that.
Interviewer: Is that right? You tried to do that? How did that work?
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...
But I could never get it, the same exact image. ... Well that’s what I’m trying to figure out, if it’s taking numbers, images, from [the cameras], then why is it not the same picture every time? You know?
Household A
Waving at the cameras (kids)
Turning off and on lights
Household C
Waving at the cameras (kids)
Wailing on the floor while momwatched from the dining room
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‘NIKO’
Household C
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Printing
Household B
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Printing
Household A
Household C
Household B
Average 1.46 / day
Average 3.16 / day
Average 12.64 / day
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Deepening of Reflection
Household C
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(Hints of) Personality
Household C
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Feelings of being watched
Charlie: [pointing up] his spies...
Carla: Yeah, he calls it Niko and his spies.
Interviewer: Really, ‘Niko and his spies’?
Carla: Yeah.
Household A
Household C
Household B
Household C
- All 3 Mothers changed behaviors
- Aloneness as privacy
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Implications for Ubicomp designCo-interpretation
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Implications for Ubicomp designActivity Recognition + Activity Characterization
Household Management
Outdoor ActivitiesIndoor Activities
Household life
Cooking
Cleaning Yard work
Att
ribute
you c
are
about
Attribute you care about
Exterior maintenance
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Implications for Ubicomp designActivity Recognition + Activity Characterization
Household Management
Outdoor ActivitiesIndoor Activities
Household life
Cooking
Cleaning Yard work
Exterior maintenance
Att
ribute
you c
are
about
Attribute you care about
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Implications for Ubicomp designCameras in the home
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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 : [email protected]
Mario Romero : [email protected]