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The Value of Location Lifelogging for Health & Wellness
 

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.

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.

The Value of Location Lifelogging for Health & Wellness The Value of Location Lifelogging for Health & Wellness Presentation Transcript

  • 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