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Lifelogging for Pervasive Health
5 May 2013
The Value of Location Lifelogging
for Health & Wellness
Adrienne H. Andrew, Ke...
Lifelogging for Pervasive Health
5 May 2013
Motivation
• Location lifelogging plays an important role in
providing context...
Lifelogging for Pervasive Health
5 May 2013
What and Why?
• The problem we are addressing is in
supporting people in behav...
Lifelogging for Pervasive Health
5 May 2013
Outline
• What is location lifelogging?
• Making sense of location traces:
– I...
Lifelogging for Pervasive Health
5 May 2013
Location Lifelogging
• Logging location traces of your life
• Examples:
– Goog...
Lifelogging for Pervasive Health
5 May 2013
Lifelogging for Pervasive Health
5 May 2013
Making Sense of Location Traces
• Identifying stays versus travels
• Identifyi...
Lifelogging for Pervasive Health
5 May 2013
Stays versus Travels
• Goal: Identify periods of traveling versus
periods of s...
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
• Identifyi...
Lifelogging for Pervasive Health
5 May 2013
Identifying Roles
• Roles capture the semantic meaning of place
to an individu...
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
Morni...
Lifelogging for Pervasive Health
5 May 2013
Making Sense of Location Traces
• Identifying stays versus travels
• Identifyi...
Lifelogging for Pervasive Health
5 May 2013
Recognizing Routine and Patterns
• Goal:
– Identify recurring patterns in plac...
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
Monda...
Lifelogging for Pervasive Health
5 May 2013
123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd
Home Work Childcare Home
Monda...
Lifelogging for Pervasive Health
5 May 2013
Making Sense of Location Traces
• Identifying stays versus travels
• Identifyi...
Lifelogging for Pervasive Health
5 May 2013
Cohort Identification
• Goal:
– Identify groups of people who are similar in w...
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
Monda...
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
Calor...
Lifelogging for Pervasive Health
5 May 2013
123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd
Home Work Childcare Home
Calor...
Lifelogging for Pervasive Health
5 May 2013
123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd
Home Work Childcare Home
Calor...
Lifelogging for Pervasive Health
5 May 2013
Impact on health and wellness
• Problem solving
• Contextual understanding
• C...
Lifelogging for Pervasive Health
5 May 2013
THANK YOU!
Questions? Comments? Want to talk more?
Adrienne Andrew
ARO, Inc
ah...
Lifelogging for Pervasive Health
5 May 2013
• People who want to change but struggle don’t
know why
• People are bad at de...
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The Value of Location Lifelogging for Health & Wellness

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I discuss how combining location and body/activity sensors can provide value to people struggling to change their health and wellness behaviors.

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  • A parallel concept in photographic lifelogging is how to make sense of all the images.
  • Transcript of "The Value of Location Lifelogging for Health & Wellness"

    1. 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. 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. 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. 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. 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. 6. Lifelogging for Pervasive Health 5 May 2013
    7. 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. 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. 9. Lifelogging for Pervasive Health 5 May 2013
    10. 10. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna
    11. 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. 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. 13. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna
    14. 14. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd Home Work Childcare Home
    15. 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. 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. 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. 18. Lifelogging for Pervasive Health 5 May 2013
    19. 19. Lifelogging for Pervasive Health 5 May 2013
    20. 20. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd Home Work Childcare Home
    21. 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. 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. 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. 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. 25. Lifelogging for Pervasive Health 5 May 2013
    26. 26. Lifelogging for Pervasive Health 5 May 2013 Combining Location with Health and Wellness Data
    27. 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. 28. Lifelogging for Pervasive Health 5 May 2013
    29. 29. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd Home Work Childcare Home
    30. 30. Lifelogging for Pervasive Health 5 May 2013 123 Ravenna Blvd ARO, Inc GLSA 123 Ravenna Blvd Home Work Childcare Home Calories Burned
    31. 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. 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. 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. 34. Lifelogging for Pervasive Health 5 May 2013 THANK YOU! Questions? Comments? Want to talk more? Adrienne Andrew ARO, Inc aha@aro.com
    35. 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
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