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Lifelogging for Pervasive Health
5 May 2013
The Value of Location Lifelogging
for Health & Wellness
Adrienne H. Andrew, Kevin Eustice, Andy Hickl
aha@aro.com, k@aro.com, andy@aro.com
ARO, Inc
Lifelogging for Pervasive Health
5 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 Health
5 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 Health
5 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 Health
5 May 2013
Location Lifelogging
• Logging location traces of your life
• Examples:
– Google
Latitude, Foursquare, PlaceMe, Moves, Quadstrea
ker, Chronos
• Challenges:
– Battery life
– Availability
– Value! Making sense of the data
Lifelogging for Pervasive Health
5 May 2013
Lifelogging for Pervasive Health
5 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 Health
5 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 Health
5 May 2013
Lifelogging for Pervasive Health
5 May 2013
123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna
Lifelogging for Pervasive Health
5 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 Health
5 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 Health
5 May 2013
123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna
Lifelogging for Pervasive Health
5 May 2013
123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd
Home Work Childcare Home
Lifelogging for Pervasive Health
5 May 2013
123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd
Home Work Childcare Home
Morning
Commute
Evening Commute
Lifelogging for Pervasive Health
5 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 Health
5 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 Health
5 May 2013
Lifelogging for Pervasive Health
5 May 2013
Lifelogging for Pervasive Health
5 May 2013
123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd
Home Work Childcare Home
Lifelogging for Pervasive Health
5 May 2013
123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd
Home Work Childcare Home
Monday Tuesday Wednesday Thursday Friday Saturday Sunday
Lifelogging for Pervasive Health
5 May 2013
123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd
Home Work Childcare Home
Monday Tuesday Wednesday Thursday Friday Saturday Sunday
Week 1 Week 2 Week 3 Week 4
Lifelogging for Pervasive Health
5 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 Health
5 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 Health
5 May 2013
Lifelogging for Pervasive Health
5 May 2013
Combining Location with Health and
Wellness Data
Lifelogging for Pervasive Health
5 May 2013
123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd
Home Work 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 Health
5 May 2013
Lifelogging for Pervasive Health
5 May 2013
123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd
Home Work Childcare Home
Lifelogging for Pervasive Health
5 May 2013
123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd
Home Work Childcare Home
Calories
Burned
Lifelogging for Pervasive Health
5 May 2013
123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd
Home Work Childcare Home
Calories
Burned
Steps Taken
Lifelogging for Pervasive Health
5 May 2013
123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd
Home Work Childcare Home
Calories
Burned
Steps Taken
Calories
Consumed
Lifelogging for Pervasive Health
5 May 2013
Impact on health and wellness
• Problem solving
• Contextual understanding
• Contextual reminders/information
– Intervention opportunity?
• Recognizing drift
Lifelogging for Pervasive Health
5 May 2013
THANK YOU!
Questions? Comments? Want to talk more?
Adrienne Andrew
ARO, Inc
aha@aro.com
Lifelogging for Pervasive Health
5 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

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The Value of Location Lifelogging for Health & Wellness

  • 1. Lifelogging for Pervasive Health 5 May 2013 The Value of Location Lifelogging for Health & Wellness Adrienne H. Andrew, Kevin Eustice, Andy Hickl aha@aro.com, k@aro.com, andy@aro.com ARO, Inc
  • 2. Lifelogging for Pervasive Health 5 May 2013 Motivation • Location lifelogging plays an important role in providing context for behavior • Will enable us to build more effective, impactful tools
  • 3. Lifelogging for Pervasive Health 5 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.
  • 4. Lifelogging for Pervasive Health 5 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
  • 5. Lifelogging for Pervasive Health 5 May 2013 Location Lifelogging • Logging location traces of your life • Examples: – Google Latitude, Foursquare, PlaceMe, Moves, Quadstrea ker, Chronos • Challenges: – Battery life – Availability – Value! Making sense of the data
  • 6. Lifelogging for Pervasive Health 5 May 2013
  • 7. Lifelogging for Pervasive Health 5 May 2013 Making Sense of Location Traces • Identifying stays versus travels • Identifying roles of stays and travels • Recognizing patterns, routines and drift • Defining cohorts
  • 8. Lifelogging for Pervasive Health 5 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?
  • 9. Lifelogging for Pervasive Health 5 May 2013
  • 10. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna
  • 11. Lifelogging for Pervasive Health 5 May 2013 Making Sense of Location Traces • Identifying stays versus travels • Identifying roles of stays and travels • Recognizing patterns, routines and drift • Defining cohorts
  • 12. Lifelogging for Pervasive Health 5 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
  • 13. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna
  • 14. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd Home Work Childcare Home
  • 15. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd Home Work Childcare Home Morning Commute Evening Commute
  • 16. Lifelogging for Pervasive Health 5 May 2013 Making Sense of Location Traces • Identifying stays versus travels • Identifying roles of stays and travels • Recognizing patterns, routines and drift • Defining cohorts
  • 17. Lifelogging for Pervasive Health 5 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?
  • 18. Lifelogging for Pervasive Health 5 May 2013
  • 19. Lifelogging for Pervasive Health 5 May 2013
  • 20. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd Home Work Childcare Home
  • 21. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd Home Work Childcare Home Monday Tuesday Wednesday Thursday Friday Saturday Sunday
  • 22. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd Home Work Childcare Home Monday Tuesday Wednesday Thursday Friday Saturday Sunday Week 1 Week 2 Week 3 Week 4
  • 23. Lifelogging for Pervasive Health 5 May 2013 Making Sense of Location Traces • Identifying stays versus travels • Identifying roles of stays and travels • Recognizing patterns, routines and drift • Defining cohorts
  • 24. Lifelogging for Pervasive Health 5 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
  • 25. Lifelogging for Pervasive Health 5 May 2013
  • 26. Lifelogging for Pervasive Health 5 May 2013 Combining Location with Health and Wellness Data
  • 27. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd Home Work Childcare Home Monday Tuesday Wednesday Thursday Friday Saturday Sunday Week 1 Week 2 Week 3 Week 4 Visits to the Soccer Field
  • 28. Lifelogging for Pervasive Health 5 May 2013
  • 29. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd Home Work Childcare Home
  • 30. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd Home Work Childcare Home Calories Burned
  • 31. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd Home Work Childcare Home Calories Burned Steps Taken
  • 32. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd Home Work Childcare Home Calories Burned Steps Taken Calories Consumed
  • 33. Lifelogging for Pervasive Health 5 May 2013 Impact on health and wellness • Problem solving • Contextual understanding • Contextual reminders/information – Intervention opportunity? • Recognizing drift
  • 34. Lifelogging for Pervasive Health 5 May 2013 THANK YOU! Questions? Comments? Want to talk more? Adrienne Andrew ARO, Inc aha@aro.com
  • 35. Lifelogging for Pervasive Health 5 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

Hinweis der Redaktion

  1. A parallel concept in photographic lifelogging is how to make sense of all the images.