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The Value of Location Lifelogging for Health & Wellness
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Transcript of The Value of Location Lifelogging for Health & Wellness
Lifelogging for Pervasive Health5 May 2013
The Value of Location Lifelogging for Health & Wellness
Adrienne H. Andrew, Kevin Eustice, Andy [email protected], [email protected], [email protected]
ARO, Inc
Lifelogging for Pervasive Health5 May 2013
Motivation
• Location lifelogging plays an important role in providing context for behavior
• Will enable us to build more effective, impactful tools
Lifelogging for Pervasive Health5 May 2013
What and Why?
• The problem we are addressing is in supporting people in behavior changes around health and wellness.
• The growth of self-monitoring tools has enabled many people to more closely monitor aspects of their health and wellness.
• These tools are unable to provide any smart guidance or wisdom about what to do about that information.
Lifelogging for Pervasive Health5 May 2013
Outline
• What is location lifelogging? • Making sense of location traces: – Identifying stays versus travels– Identifying roles of stays and travels– Recognizing patterns, routines and drift– Defining cohorts
• Incorporating health & wellness data
Lifelogging for Pervasive Health5 May 2013
Location Lifelogging
• Logging location traces of your life• Examples:– Google Latitude, Foursquare, PlaceMe, Moves,
Quadstreaker, Chronos• Challenges: – Battery life– Availability– Value! Making sense of the data
Lifelogging for Pervasive Health5 May 2013
Lifelogging for Pervasive Health5 May 2013
Making Sense of Location Traces
• Identifying stays versus travels• Identifying roles of stays and travels• Recognizing patterns, routines and drift• Defining cohorts
Lifelogging for Pervasive Health5 May 2013
Stays versus Travels
• Goal: Identify periods of traveling versus periods of staying in one place.
• Challenges for real-time detection: – When is the transition between a travel and a
stay?– How long does someone have to stay in one place
to qualify as a stay?
Lifelogging for Pervasive Health5 May 2013
Lifelogging for Pervasive Health5 May 2013
123 Ravenna Blvd ARO, IncHogan’s Corner
Shell Station GLSA 123 Ravenna Blvd
Lifelogging for Pervasive Health5 May 2013
Making Sense of Location Traces
• Identifying stays versus travels• Identifying roles of stays and travels• Recognizing patterns, routines and drift• Defining cohorts
Lifelogging for Pervasive Health5 May 2013
Identifying Roles
• Roles capture the semantic meaning of place to an individual– “Home”– “Work”– “Commute to work”
• Challenges:– Different places have different roles for different
people• The grocery store
Lifelogging for Pervasive Health5 May 2013
123 Ravenna Blvd ARO, IncHogan’s Corner
Shell Station GLSA 123 Ravenna Blvd
Lifelogging for Pervasive Health5 May 2013
123 Ravenna Blvd ARO, IncHogan’s Corner
Shell Station GLSA 123 Ravenna BlvdHome Work
My Dry CleanersGas Station Childcare Home
Lifelogging for Pervasive Health5 May 2013
123 Ravenna Blvd ARO, IncHogan’s Corner
Shell Station GLSA 123 Ravenna BlvdHome Work
My Dry CleanersGas Station Childcare Home
Morning Commute
Evening Commute
Lifelogging for Pervasive Health5 May 2013
Making Sense of Location Traces
• Identifying stays versus travels• Identifying roles of stays and travels• Recognizing patterns, routines and drift• Defining cohorts
Lifelogging for Pervasive Health5 May 2013
Recognizing Routine and Patterns
• Goal: – Identify recurring patterns in places
• Challenge:– It’s unclear how long patterns exist– It’s unclear how long it takes to determine a
pattern• Has the pattern changed by the time we recognize it? • Do some people have more routinized patterns than
others?
Lifelogging for Pervasive Health5 May 2013
Lifelogging for Pervasive Health5 May 2013
Lifelogging for Pervasive Health5 May 2013
123 Ravenna Blvd ARO, IncHogan’s Corner
Shell Station GLSA 123 Ravenna BlvdHome Work
My Dry CleanersGas Station Childcare Home
Lifelogging for Pervasive Health5 May 2013
123 Ravenna Blvd ARO, IncHogan’s Corner
Shell Station GLSA 123 Ravenna BlvdHome Work
My Dry CleanersGas Station Childcare Home
Monday Tuesday Wednesday Thursday Friday Saturday Sunday
Lifelogging for Pervasive Health5 May 2013
123 Ravenna Blvd ARO, IncHogan’s Corner
Shell Station GLSA 123 Ravenna BlvdHome Work
My Dry CleanersGas Station Childcare Home
Monday Tuesday Wednesday Thursday Friday Saturday Sunday
Week 1 Week 2 Week 3 Week 4
Lifelogging for Pervasive Health5 May 2013
Making Sense of Location Traces
• Identifying stays versus travels• Identifying roles of stays and travels• Recognizing patterns, routines and drift• Defining cohorts
Lifelogging for Pervasive Health5 May 2013
Cohort Identification
• Goal: – Identify groups of people who are similar in ways
other than primary demographics• Challenge:– Need many people for meaningful cohorts
• Value: – Provide insight into behavior• Identify role models & support partners
Lifelogging for Pervasive Health5 May 2013
Lifelogging for Pervasive Health5 May 2013
Combining Location with Health and Wellness Data
Lifelogging for Pervasive Health5 May 2013
123 Ravenna Blvd ARO, IncHogan’s Corner
Shell Station GLSA 123 Ravenna BlvdHome Work
My Dry CleanersGas Station Childcare Home
Monday Tuesday Wednesday Thursday Friday Saturday Sunday
Week 1 Week 2 Week 3 Week 4
Visits to the Soccer Field
Lifelogging for Pervasive Health5 May 2013
Lifelogging for Pervasive Health5 May 2013
123 Ravenna Blvd ARO, IncHogan’s Corner
Shell Station GLSA 123 Ravenna BlvdHome Work
My Dry CleanersGas Station Childcare Home
Lifelogging for Pervasive Health5 May 2013
123 Ravenna Blvd ARO, IncHogan’s Corner
Shell Station GLSA 123 Ravenna BlvdHome Work
My Dry CleanersGas Station Childcare Home
Calories Burned
Lifelogging for Pervasive Health5 May 2013
123 Ravenna Blvd ARO, IncHogan’s Corner
Shell Station GLSA 123 Ravenna BlvdHome Work
My Dry CleanersGas Station Childcare Home
Calories Burned
Steps Taken
Lifelogging for Pervasive Health5 May 2013
123 Ravenna Blvd ARO, IncHogan’s Corner
Shell Station GLSA 123 Ravenna BlvdHome Work
My Dry CleanersGas Station Childcare Home
Calories Burned
Steps Taken
Calories Consumed
Lifelogging for Pervasive Health5 May 2013
Impact on health and wellness
• Problem solving• Contextual understanding• Contextual reminders/information– Intervention opportunity?
• Recognizing drift
Lifelogging for Pervasive Health5 May 2013
THANK YOU!
Questions? Comments? Want to talk more? Adrienne Andrew
ARO, [email protected]
Lifelogging for Pervasive Health5 May 2013
• People who want to change but struggle don’t know why
• People are bad at describing what they do and why they do it