SlideShare a Scribd company logo

Quantified by Smartphone

•
•
Neal Lathia
Neal Lathia

Talk about Emotion Sense App (emotionsense.org) given at London Quantified Self Meetup, April 2013

Self ImprovementTechnologyBusiness
1 of 15
Quantified by Smartphone @neal_lathia, LONDON QS #16
The (Poo) Review An Android diary app
Lessons Learned
Normal Abnormal (DATA) (REACTIONS)
Reports Me Phone Sensors
EmotionSense Mood via Smartphone
Reports? Me Phone
Me Phone Sensors?
Sensor “FAILS” Always on Real-Time High Granularity = dead battery
Lessons Learned
Emotional-Arousal Variance? No patterns? But now living with info overload!
EmotionSense.org Research ongoing ANDroid app available @neal_lathia

Recommended

The Ubhave Framework
The Ubhave FrameworkThe Ubhave Framework
The Ubhave FrameworkNeal Lathia
 
Building Systems to Capture, Measure, and Use Emotions and Personality
Building Systems to Capture, Measure, and Use Emotions and PersonalityBuilding Systems to Capture, Measure, and Use Emotions and Personality
Building Systems to Capture, Measure, and Use Emotions and PersonalityNeal Lathia
 
Mobile "Context Awareness"
Mobile "Context Awareness"Mobile "Context Awareness"
Mobile "Context Awareness"Neal Lathia
 
Happier and Healthier with Smartphone Data
Happier and Healthier with Smartphone DataHappier and Healthier with Smartphone Data
Happier and Healthier with Smartphone DataNeal Lathia
 
Mining Smartphone Data (with Python)
Mining Smartphone Data (with Python)Mining Smartphone Data (with Python)
Mining Smartphone Data (with Python)Neal Lathia
 
Everything around the NLP (London.AI Feb 2021)
Everything around the NLP (London.AI Feb 2021)Everything around the NLP (London.AI Feb 2021)
Everything around the NLP (London.AI Feb 2021)Neal Lathia
 
Using machine learning for customer service (Data Talks Club)
Using machine learning for customer service (Data Talks Club)Using machine learning for customer service (Data Talks Club)
Using machine learning for customer service (Data Talks Club)Neal Lathia
 
Using language models to supercharge Monzo’s customer support
Using language models to supercharge Monzo’s customer support Using language models to supercharge Monzo’s customer support
Using language models to supercharge Monzo’s customer supportNeal Lathia
 

Recommended

The Ubhave Framework
The Ubhave FrameworkThe Ubhave Framework
The Ubhave FrameworkNeal Lathia
 
Building Systems to Capture, Measure, and Use Emotions and Personality
Building Systems to Capture, Measure, and Use Emotions and PersonalityBuilding Systems to Capture, Measure, and Use Emotions and Personality
Building Systems to Capture, Measure, and Use Emotions and PersonalityNeal Lathia
 
Mobile "Context Awareness"
Mobile "Context Awareness"Mobile "Context Awareness"
Mobile "Context Awareness"Neal Lathia
 
Happier and Healthier with Smartphone Data
Happier and Healthier with Smartphone DataHappier and Healthier with Smartphone Data
Happier and Healthier with Smartphone DataNeal Lathia
 
Mining Smartphone Data (with Python)
Mining Smartphone Data (with Python)Mining Smartphone Data (with Python)
Mining Smartphone Data (with Python)Neal Lathia
 
Everything around the NLP (London.AI Feb 2021)
Everything around the NLP (London.AI Feb 2021)Everything around the NLP (London.AI Feb 2021)
Everything around the NLP (London.AI Feb 2021)Neal Lathia
 
Using machine learning for customer service (Data Talks Club)
Using machine learning for customer service (Data Talks Club)Using machine learning for customer service (Data Talks Club)
Using machine learning for customer service (Data Talks Club)Neal Lathia
 
Using language models to supercharge Monzo’s customer support
Using language models to supercharge Monzo’s customer support Using language models to supercharge Monzo’s customer support
Using language models to supercharge Monzo’s customer supportNeal Lathia
 
Making Better Decisions Faster
Making Better Decisions FasterMaking Better Decisions Faster
Making Better Decisions FasterNeal Lathia
 
Machine Learning, Faster
Machine Learning, FasterMachine Learning, Faster
Machine Learning, FasterNeal Lathia
 
AI & Personalised Experiences
AI & Personalised ExperiencesAI & Personalised Experiences
AI & Personalised ExperiencesNeal Lathia
 
Opportunities & Challenges in Personalised Travel
Opportunities & Challenges in Personalised TravelOpportunities & Challenges in Personalised Travel
Opportunities & Challenges in Personalised TravelNeal Lathia
 
Bootstrapping a Destination Recommendation Engine
Bootstrapping a Destination Recommendation EngineBootstrapping a Destination Recommendation Engine
Bootstrapping a Destination Recommendation EngineNeal Lathia
 
Machine Learning for Product Managers
Machine Learning for Product ManagersMachine Learning for Product Managers
Machine Learning for Product ManagersNeal Lathia
 
Data Science in Digital Health
Data Science in Digital HealthData Science in Digital Health
Data Science in Digital HealthNeal Lathia
 
Using Smartphones to Measure (and Intervene in) Daily Life
Using Smartphones to Measure (and Intervene in) Daily LifeUsing Smartphones to Measure (and Intervene in) Daily Life
Using Smartphones to Measure (and Intervene in) Daily LifeNeal Lathia
 
Analysing Daily Behaviours with Large-Scale Smartphone Data
Analysing Daily Behaviours with Large-Scale Smartphone DataAnalysing Daily Behaviours with Large-Scale Smartphone Data
Analysing Daily Behaviours with Large-Scale Smartphone DataNeal Lathia
 
Cambridge Quantified Self Meetup
Cambridge Quantified Self MeetupCambridge Quantified Self Meetup
Cambridge Quantified Self MeetupNeal Lathia
 
Data Science in #mHealth
Data Science in #mHealthData Science in #mHealth
Data Science in #mHealthNeal Lathia
 
Tube Star: Crowd-Sourced Experiences on Public Transport
Tube Star: Crowd-Sourced Experiences on Public Transport Tube Star: Crowd-Sourced Experiences on Public Transport
Tube Star: Crowd-Sourced Experiences on Public Transport Neal Lathia
 
Emotion Sense: From Design to Deployment
Emotion Sense: From Design to DeploymentEmotion Sense: From Design to Deployment
Emotion Sense: From Design to DeploymentNeal Lathia
 
Opportunities and Challenges of Using Smartphones for Health Monitoring and I...
Opportunities and Challenges of Using Smartphones for Health Monitoring and I...Opportunities and Challenges of Using Smartphones for Health Monitoring and I...
Opportunities and Challenges of Using Smartphones for Health Monitoring and I...Neal Lathia
 
Using Smartphones to Research Daily Life
Using Smartphones to Research Daily LifeUsing Smartphones to Research Daily Life
Using Smartphones to Research Daily LifeNeal Lathia
 
Contextual Dissonance: Design Bias in Sensor-Based Experience Sampling Methods
Contextual Dissonance: Design Bias in Sensor-Based Experience Sampling MethodsContextual Dissonance: Design Bias in Sensor-Based Experience Sampling Methods
Contextual Dissonance: Design Bias in Sensor-Based Experience Sampling MethodsNeal Lathia
 
The Ubhave Project (Part 1/2)
The Ubhave Project (Part 1/2)The Ubhave Project (Part 1/2)
The Ubhave Project (Part 1/2)Neal Lathia
 
Open Source Smartphone Libraries for Computational Social Science
Open Source Smartphone Libraries for Computational Social Science Open Source Smartphone Libraries for Computational Social Science
Open Source Smartphone Libraries for Computational Social Science Neal Lathia
 
Mobile Sensors in the City
Mobile Sensors in the CityMobile Sensors in the City
Mobile Sensors in the CityNeal Lathia
 
London Shared Bicycles: Measuring Intervention Impact
London Shared Bicycles: Measuring Intervention ImpactLondon Shared Bicycles: Measuring Intervention Impact
London Shared Bicycles: Measuring Intervention ImpactNeal Lathia
 
E J Waggoner against Kellogg's Pantheism 8.pptx
E J Waggoner against Kellogg's Pantheism 8.pptxE J Waggoner against Kellogg's Pantheism 8.pptx
E J Waggoner against Kellogg's Pantheism 8.pptxJackieSparrow3
 
Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...
Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...
Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...Authentic No 1 Amil Baba In Pakistan
 

More Related Content

More from Neal Lathia

Making Better Decisions Faster
Making Better Decisions FasterMaking Better Decisions Faster
Making Better Decisions FasterNeal Lathia
 
Machine Learning, Faster
Machine Learning, FasterMachine Learning, Faster
Machine Learning, FasterNeal Lathia
 
AI & Personalised Experiences
AI & Personalised ExperiencesAI & Personalised Experiences
AI & Personalised ExperiencesNeal Lathia
 
Opportunities & Challenges in Personalised Travel
Opportunities & Challenges in Personalised TravelOpportunities & Challenges in Personalised Travel
Opportunities & Challenges in Personalised TravelNeal Lathia
 
Bootstrapping a Destination Recommendation Engine
Bootstrapping a Destination Recommendation EngineBootstrapping a Destination Recommendation Engine
Bootstrapping a Destination Recommendation EngineNeal Lathia
 
Machine Learning for Product Managers
Machine Learning for Product ManagersMachine Learning for Product Managers
Machine Learning for Product ManagersNeal Lathia
 
Data Science in Digital Health
Data Science in Digital HealthData Science in Digital Health
Data Science in Digital HealthNeal Lathia
 
Using Smartphones to Measure (and Intervene in) Daily Life
Using Smartphones to Measure (and Intervene in) Daily LifeUsing Smartphones to Measure (and Intervene in) Daily Life
Using Smartphones to Measure (and Intervene in) Daily LifeNeal Lathia
 
Analysing Daily Behaviours with Large-Scale Smartphone Data
Analysing Daily Behaviours with Large-Scale Smartphone DataAnalysing Daily Behaviours with Large-Scale Smartphone Data
Analysing Daily Behaviours with Large-Scale Smartphone DataNeal Lathia
 
Cambridge Quantified Self Meetup
Cambridge Quantified Self MeetupCambridge Quantified Self Meetup
Cambridge Quantified Self MeetupNeal Lathia
 
Data Science in #mHealth
Data Science in #mHealthData Science in #mHealth
Data Science in #mHealthNeal Lathia
 
Tube Star: Crowd-Sourced Experiences on Public Transport
Tube Star: Crowd-Sourced Experiences on Public Transport Tube Star: Crowd-Sourced Experiences on Public Transport
Tube Star: Crowd-Sourced Experiences on Public Transport Neal Lathia
 
Emotion Sense: From Design to Deployment
Emotion Sense: From Design to DeploymentEmotion Sense: From Design to Deployment
Emotion Sense: From Design to DeploymentNeal Lathia
 
Opportunities and Challenges of Using Smartphones for Health Monitoring and I...
Opportunities and Challenges of Using Smartphones for Health Monitoring and I...Opportunities and Challenges of Using Smartphones for Health Monitoring and I...
Opportunities and Challenges of Using Smartphones for Health Monitoring and I...Neal Lathia
 
Using Smartphones to Research Daily Life
Using Smartphones to Research Daily LifeUsing Smartphones to Research Daily Life
Using Smartphones to Research Daily LifeNeal Lathia
 
Contextual Dissonance: Design Bias in Sensor-Based Experience Sampling Methods
Contextual Dissonance: Design Bias in Sensor-Based Experience Sampling MethodsContextual Dissonance: Design Bias in Sensor-Based Experience Sampling Methods
Contextual Dissonance: Design Bias in Sensor-Based Experience Sampling MethodsNeal Lathia
 
The Ubhave Project (Part 1/2)
The Ubhave Project (Part 1/2)The Ubhave Project (Part 1/2)
The Ubhave Project (Part 1/2)Neal Lathia
 
Open Source Smartphone Libraries for Computational Social Science
Open Source Smartphone Libraries for Computational Social Science Open Source Smartphone Libraries for Computational Social Science
Open Source Smartphone Libraries for Computational Social Science Neal Lathia
 
Mobile Sensors in the City
Mobile Sensors in the CityMobile Sensors in the City
Mobile Sensors in the CityNeal Lathia
 
London Shared Bicycles: Measuring Intervention Impact
London Shared Bicycles: Measuring Intervention ImpactLondon Shared Bicycles: Measuring Intervention Impact
London Shared Bicycles: Measuring Intervention ImpactNeal Lathia
 

More from Neal Lathia (20)

Making Better Decisions Faster
Making Better Decisions FasterMaking Better Decisions Faster
Making Better Decisions Faster
 
Machine Learning, Faster
Machine Learning, FasterMachine Learning, Faster
Machine Learning, Faster
 
AI & Personalised Experiences
AI & Personalised ExperiencesAI & Personalised Experiences
AI & Personalised Experiences
 
Opportunities & Challenges in Personalised Travel
Opportunities & Challenges in Personalised TravelOpportunities & Challenges in Personalised Travel
Opportunities & Challenges in Personalised Travel
 
Bootstrapping a Destination Recommendation Engine
Bootstrapping a Destination Recommendation EngineBootstrapping a Destination Recommendation Engine
Bootstrapping a Destination Recommendation Engine
 
Machine Learning for Product Managers
Machine Learning for Product ManagersMachine Learning for Product Managers
Machine Learning for Product Managers
 
Data Science in Digital Health
Data Science in Digital HealthData Science in Digital Health
Data Science in Digital Health
 
Using Smartphones to Measure (and Intervene in) Daily Life
Using Smartphones to Measure (and Intervene in) Daily LifeUsing Smartphones to Measure (and Intervene in) Daily Life
Using Smartphones to Measure (and Intervene in) Daily Life
 
Analysing Daily Behaviours with Large-Scale Smartphone Data
Analysing Daily Behaviours with Large-Scale Smartphone DataAnalysing Daily Behaviours with Large-Scale Smartphone Data
Analysing Daily Behaviours with Large-Scale Smartphone Data
 
Cambridge Quantified Self Meetup
Cambridge Quantified Self MeetupCambridge Quantified Self Meetup
Cambridge Quantified Self Meetup
 
Data Science in #mHealth
Data Science in #mHealthData Science in #mHealth
Data Science in #mHealth
 
Tube Star: Crowd-Sourced Experiences on Public Transport
Tube Star: Crowd-Sourced Experiences on Public Transport Tube Star: Crowd-Sourced Experiences on Public Transport
Tube Star: Crowd-Sourced Experiences on Public Transport
 
Emotion Sense: From Design to Deployment
Emotion Sense: From Design to DeploymentEmotion Sense: From Design to Deployment
Emotion Sense: From Design to Deployment
 
Opportunities and Challenges of Using Smartphones for Health Monitoring and I...
Opportunities and Challenges of Using Smartphones for Health Monitoring and I...Opportunities and Challenges of Using Smartphones for Health Monitoring and I...
Opportunities and Challenges of Using Smartphones for Health Monitoring and I...
 
Using Smartphones to Research Daily Life
Using Smartphones to Research Daily LifeUsing Smartphones to Research Daily Life
Using Smartphones to Research Daily Life
 
Contextual Dissonance: Design Bias in Sensor-Based Experience Sampling Methods
Contextual Dissonance: Design Bias in Sensor-Based Experience Sampling MethodsContextual Dissonance: Design Bias in Sensor-Based Experience Sampling Methods
Contextual Dissonance: Design Bias in Sensor-Based Experience Sampling Methods
 
The Ubhave Project (Part 1/2)
The Ubhave Project (Part 1/2)The Ubhave Project (Part 1/2)
The Ubhave Project (Part 1/2)
 
Open Source Smartphone Libraries for Computational Social Science
Open Source Smartphone Libraries for Computational Social Science Open Source Smartphone Libraries for Computational Social Science
Open Source Smartphone Libraries for Computational Social Science
 
Mobile Sensors in the City
Mobile Sensors in the CityMobile Sensors in the City
Mobile Sensors in the City
 
London Shared Bicycles: Measuring Intervention Impact
London Shared Bicycles: Measuring Intervention ImpactLondon Shared Bicycles: Measuring Intervention Impact
London Shared Bicycles: Measuring Intervention Impact
 

Recently uploaded

E J Waggoner against Kellogg's Pantheism 8.pptx
E J Waggoner against Kellogg's Pantheism 8.pptxE J Waggoner against Kellogg's Pantheism 8.pptx
E J Waggoner against Kellogg's Pantheism 8.pptxJackieSparrow3
 
Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...
Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...
Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...Authentic No 1 Amil Baba In Pakistan
 
西伦敦大学毕业证学位证成绩单-怎么样做
西伦敦大学毕业证学位证成绩单-怎么样做西伦敦大学毕业证学位证成绩单-怎么样做
西伦敦大学毕业证学位证成绩单-怎么样做j5bzwet6
 
南新罕布什尔大学毕业证学位证成绩单-学历认证
南新罕布什尔大学毕业证学位证成绩单-学历认证南新罕布什尔大学毕业证学位证成绩单-学历认证
南新罕布什尔大学毕业证学位证成绩单-学历认证kbdhl05e
 
Inspiring Through Words Power of Inspiration.pptx
Inspiring Through Words Power of Inspiration.pptxInspiring Through Words Power of Inspiration.pptx
Inspiring Through Words Power of Inspiration.pptxShubham Rawat
 
（南达科他州立大学毕业证学位证成绩单-永久存档）
（南达科他州立大学毕业证学位证成绩单-永久存档）（南达科他州立大学毕业证学位证成绩单-永久存档）
（南达科他州立大学毕业证学位证成绩单-永久存档）oannq
 
Call Girls In Karkardooma 83770 87607 Just-Dial Escorts Service 24X7 Avilable
Call Girls In Karkardooma 83770 87607 Just-Dial Escorts Service 24X7 AvilableCall Girls In Karkardooma 83770 87607 Just-Dial Escorts Service 24X7 Avilable
Call Girls In Karkardooma 83770 87607 Just-Dial Escorts Service 24X7 Avilabledollysharma2066
 
(No.1)↠Young Call Girls in Sikanderpur (Gurgaon) ꧁❤ 9711911712 ❤꧂ Escorts
(No.1)↠Young Call Girls in Sikanderpur (Gurgaon) ꧁❤ 9711911712 ❤꧂ Escorts(No.1)↠Young Call Girls in Sikanderpur (Gurgaon) ꧁❤ 9711911712 ❤꧂ Escorts
(No.1)↠Young Call Girls in Sikanderpur (Gurgaon) ꧁❤ 9711911712 ❤꧂ EscortsDelhi Escorts Service
 

Recently uploaded (9)

E J Waggoner against Kellogg's Pantheism 8.pptx
E J Waggoner against Kellogg's Pantheism 8.pptxE J Waggoner against Kellogg's Pantheism 8.pptx
E J Waggoner against Kellogg's Pantheism 8.pptx
 
Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...
Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...
Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...
 
西伦敦大学毕业证学位证成绩单-怎么样做
西伦敦大学毕业证学位证成绩单-怎么样做西伦敦大学毕业证学位证成绩单-怎么样做
西伦敦大学毕业证学位证成绩单-怎么样做
 
南新罕布什尔大学毕业证学位证成绩单-学历认证
南新罕布什尔大学毕业证学位证成绩单-学历认证南新罕布什尔大学毕业证学位证成绩单-学历认证
南新罕布什尔大学毕业证学位证成绩单-学历认证
 
Model Call Girl in Lado Sarai Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Lado Sarai Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Lado Sarai Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Lado Sarai Delhi reach out to us at 🔝9953056974🔝
 
Inspiring Through Words Power of Inspiration.pptx
Inspiring Through Words Power of Inspiration.pptxInspiring Through Words Power of Inspiration.pptx
Inspiring Through Words Power of Inspiration.pptx
 
（南达科他州立大学毕业证学位证成绩单-永久存档）
（南达科他州立大学毕业证学位证成绩单-永久存档）（南达科他州立大学毕业证学位证成绩单-永久存档）
（南达科他州立大学毕业证学位证成绩单-永久存档）
 
Call Girls In Karkardooma 83770 87607 Just-Dial Escorts Service 24X7 Avilable
Call Girls In Karkardooma 83770 87607 Just-Dial Escorts Service 24X7 AvilableCall Girls In Karkardooma 83770 87607 Just-Dial Escorts Service 24X7 Avilable
Call Girls In Karkardooma 83770 87607 Just-Dial Escorts Service 24X7 Avilable
 
(No.1)↠Young Call Girls in Sikanderpur (Gurgaon) ꧁❤ 9711911712 ❤꧂ Escorts
(No.1)↠Young Call Girls in Sikanderpur (Gurgaon) ꧁❤ 9711911712 ❤꧂ Escorts(No.1)↠Young Call Girls in Sikanderpur (Gurgaon) ꧁❤ 9711911712 ❤꧂ Escorts
(No.1)↠Young Call Girls in Sikanderpur (Gurgaon) ꧁❤ 9711911712 ❤꧂ Escorts
 

Quantified by Smartphone