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Martha	
  G	
  Russell	
  Senior	
  Research	
  Scholar,	
  HSTAR	
  	
  
Execu8ve	
  Director,	
  	
  
mediaX	
  at	
  Stanford	
  University	
  
November	
  2015	
  
	
  
Global	
  Sensors	
  Summit	
  
Personaliza8on	
  
in	
  Sensor-­‐Rich	
  
Environments	
  
In	
  a	
  period	
  of	
  Exponen8al	
  Change,	
  
Empowerment	
  will	
  accelerate	
  Abundance	
  
•  Exponen8al	
  Growth	
  means	
  our	
  EARTH	
  will	
  
have	
  over	
  9	
  Billion	
  inhabitants	
  by	
  2050	
  
•  New	
  algorithms	
  driving	
  value	
  exchanges	
  
•  I	
  will	
  describe	
  
– Considera8ons	
  for	
  personaliza8on	
  in	
  sensor-­‐rich	
  
environments	
  
– Request	
  and	
  invita8on	
  
•  The	
  algorithm	
  for	
  abundance	
  is	
  empowerment	
  
We	
  Have	
  
Survived	
  
Previous	
  
Transforma8ons	
  
	
  
	
  
	
  
	
  
2	
  –	
  4	
  –	
  8	
  –	
  16	
  -­‐	
  ?	
  
Zero	
  
Prin8ng	
  
. . . to this.From this . . .
Personal	
  wireless	
  data	
  systems	
  
	
  Compu8ng	
  Infrastructure	
  
hTp://www.vaqueronet.com/coloca8ng.php	
  
hTp://www.alpheuscommunica8ons.com	
  
Service Operations
hTp://mashable.com/2009/04/30/facebook-­‐friends-­‐page/	
  
USERS & Social Networks
Technology Infrastructure and Support
Sensors,	
  data,	
  algorithms,	
  compu8ng	
  
pla[orm,	
  content,	
  human	
  behavior,	
  value	
  	
  
 	
  prac8ces	
  	
  ♦	
  	
  engagements	
  	
  	
  	
  
	
  	
  	
  	
  	
  value	
  exchange	
  
	
  	
  	
  	
  consent	
  
Natasa	
  Milic-­‐Frayling,	
  “Real-­‐Time	
  Ad-­‐bidding,”	
  	
  Workshop	
  on	
  Meaningful	
  Consent	
  in	
  the	
  Digital	
  Economy	
  2015,	
  Southampton.	
  	
  
	
  
 	
  prac8ces	
  	
  ♦	
  	
  engagements	
  	
  	
  	
  
	
  	
  	
  	
  	
  value	
  exchange	
  
	
  	
  	
  	
  consent	
  
TECHNOLOGY	
  
MEDIATED	
  
Natasa	
  Milic-­‐Frayling,	
  “Real-­‐Time	
  Ad-­‐bidding,”	
  	
  Workshop	
  on	
  Meaningful	
  Consent	
  in	
  the	
  Digital	
  Economy	
  2015,	
  Southampton.	
  	
  
	
  
Prac8ce:	
  Coupons	
  
Natasa	
  Milic-­‐Frayling,	
  “Real-­‐Time	
  Ad-­‐bidding,”	
  	
  Workshop	
  on	
  Meaningful	
  Consent	
  in	
  the	
  Digital	
  Economy	
  2015,	
  Southampton.	
  	
  
	
  
The	
  Coupon	
  Ecosystem	
  
CONSUMER	
  
MANUFACTURER’S	
  
CLEARINGHOUSE	
  
RETAIL	
  
CLEARINGHOUSE	
  
RETAILER	
  MANUFACTURER	
  
	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  COUPON 	
  	
  	
  	
  	
  DATA	
  	
  	
  	
  	
  PAYMENT	
  
Source:	
  CoupnInfoNow.com	
  .	
  
The	
  Coupon	
  Ecosystem	
  
CONSUMER	
  
MANUFACTURER’S	
  
CLEARINGHOUSE	
  
RETAIL	
  
CLEARINGHOUSE	
  
RETAILER	
  MANUFACTURER	
  
	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  COUPON 	
  	
  	
  	
  	
  DATA	
  	
  	
  	
  	
  PAYMENT	
  
CMS:	
  hTp://www.cms.inmar.com/processinginfo.html;	
  
Pro	
  Logic	
  have	
  process	
  descrip8on:	
  hTp://www.prologicredemp8on.com/process.html	
  	
  	
  
Over	
  2000	
  manufacturers	
  issue	
  
300	
  B	
  coupons	
  annually	
  (e.g.,	
  
P&G,	
  Hormel,	
  Miller)	
  
3B	
  coupons	
  redeemed	
  at	
  
250,000	
  retail	
  outlets	
  annually	
  
(e.g.,	
  Safeway,	
  CVS)	
  
3B	
  coupons	
  processed	
  at	
  
dozens	
  of	
  clearinghouses	
  
2008	
  Coupon	
  Revenue	
  Es8mates	
  
CMS:	
  hTp://www.cms.inmar.com/processinginfo.html;	
  
Pro	
  Logic	
  have	
  process	
  descrip8on:	
  hTp://www.prologicredemp8on.com/process.html	
  
317	
  B	
  coupons	
  issued	
  at	
  $1.44	
  avg.	
  	
  
$456	
  B	
  in	
  coupon	
  value	
  
2.6	
  B	
  coupons	
  	
  redeemed	
  at	
  $1.09	
  
$2.8B	
  coupon	
  value	
  
$.08/coupon	
  handling	
  =	
  $208M	
  
manufacturer	
  
retailer	
  
Clearinghouse	
  revenue	
  
(manufacturer	
  and	
  retailer)	
  
Revenue	
  es8mates:	
  
	
  $135M*	
  
	
  
media	
  (crea8ve,	
  prin8ng	
  and	
  
distribu8on)	
  
$1-­‐$2B	
  (es8mate)	
  
FSI	
  spending	
  (90%	
  of	
  coupon	
  dist.)	
  =	
  $1B	
  
Online	
  adver8sing	
  prac8ces	
  
Online	
  adver8sing	
  
Sponsored	
  search	
  
(text,	
  cost-­‐per-­‐click)	
  
Display	
  ads	
  
(desktop,	
  mobile,	
  social,	
  etc.)	
  
Contextual	
  ads	
  
(focus	
  on	
  relevance	
  matching)	
  
Guaranteed	
  delivery	
  
(offline	
  contracts)	
  
Real-­‐>me	
  bidding	
  
Technology	
  enablement:	
  	
  
computa8onal	
  adver8sing	
  
Sponsored	
  search	
  
Sponsored	
  search	
  
Display	
  ads	
  –	
  on	
  Web	
  site	
  pages	
  
Courtesy	
  of	
  Financial	
  Times	
  
Mobile	
  ads	
  	
  
Courtesy	
  of	
  Financial	
  Times	
  
Social	
  ads	
  
www.facebook.com	
  
how	
  does	
  this	
  happen?	
  
	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  via	
  technology	
  
network	
  provider,	
  tool	
  provider,	
  service	
  
provider,	
  	
  
services’	
  service	
  provider,	
  …	
  ,	
  client	
  apps	
  
	
  	
  [	
  long	
  value	
  chain	
  ]	
  
Third	
  par8es	
  
FIRST	
  PARTY:	
  New	
  York	
  Times	
  	
  
THIRD	
  PARTIES:	
  
providers	
  of	
  
content,	
  ads,	
  
analy8cs	
  
Cookie	
  Visualizer	
  for	
  Firefox	
  
Cookie	
  Visualizer	
  for	
  Firefox	
  
Cookie	
  Visualizer	
  for	
  Firefox	
  
Cookie	
  Visualizer	
  for	
  Firefox	
  
Green–web	
  sites	
  visi8ng	
  by	
  a	
  user	
  	
  
Red–tracking	
  companies	
  and	
  ad	
  servers	
  
Purple–site	
  monitoring	
  and	
  analy8cs	
  
Visualiza8on	
  of	
  the	
  tracking	
  network	
  
Natasa	
  Milic-­‐Frayling,	
  “Real-­‐Time	
  Ad-­‐bidding,”	
  	
  Workshop	
  on	
  Meaningful	
  Consent	
  in	
  the	
  Digital	
  Economy	
  2015,	
  Southampton.	
  	
  
Green–web	
  sites	
  visi8ng	
  by	
  a	
  user	
  	
  
Red–tracking	
  companies	
  and	
  ad	
  servers	
  
Purple–site	
  monitoring	
  and	
  analy8cs	
  
www.forbes.com	
  
Natasa	
  Milic-­‐Frayling,	
  “Real-­‐Time	
  Ad-­‐bidding,”	
  	
  Workshop	
  on	
  Meaningful	
  Consent	
  in	
  the	
  Digital	
  Economy	
  2015,	
  Southampton.	
  	
  
Green–web	
  sites	
  visi8ng	
  by	
  a	
  user	
  	
  
Red–tracking	
  companies	
  and	
  ad	
  servers	
  
Purple–site	
  monitoring	
  and	
  analy8cs	
  
www.doubleclick.com	
  
Natasa	
  Milic-­‐Frayling,	
  “Real-­‐Time	
  Ad-­‐bidding,”	
  	
  Workshop	
  on	
  Meaningful	
  Consent	
  in	
  the	
  Digital	
  Economy	
  2015,	
  Southampton.	
  	
  
Ecosystem	
  
Business	
  Ecosystem	
  
Natasa	
  Milic-­‐Frayling,	
  “Real-­‐Time	
  Ad-­‐bidding,”	
  	
  Workshop	
  on	
  Meaningful	
  Consent	
  in	
  the	
  Digital	
  Economy	
  2015,	
  Southampton.	
  	
  
	
  
Business	
  Ecosystem	
  
WEB	
  SITE	
  	
  
THIRD	
  PARTY	
  ONLY	
  
TRACKER/AD	
  EXCHANGE	
  
DUAL	
  ROLE	
  
Natasa	
  Milic-­‐Frayling,	
  “Real-­‐Time	
  Ad-­‐bidding,”	
  	
  Workshop	
  on	
  Meaningful	
  Consent	
  in	
  the	
  Digital	
  Economy	
  2015,	
  Southampton.	
  	
  
	
  
Pla[orm	
  Economies/API	
  Ecosystems	
  
Across	
  the	
  spectrum	
  	
  
of	
  sensor-­‐rich	
  environments	
  in	
  
learning,	
  commerce	
  and	
  entertainment	
  
Apps	
  and	
  	
  systems	
  learn	
  about	
  their	
  
users	
  and	
  promote	
  emo8onal	
  bonds	
  
Digi8zing	
  the	
  
Human	
  
Experience	
  
Context	
  drives	
  meaning	
  of	
  data	
  
Inten8on	
  drives	
  the	
  value	
  
CSLI
Eng
EE Psy
Ed
SSP
SCIL
SCAnS
PBLL
GSB
Ling
CHIMe
Art
Discovery Collaborations
Span Stanford Labs
School of Education;
Education and
Learning Sciences
Digital Art
Center
Graduate School
Of Business
Communication Between Humans
and Interactive Media
Stanford Center
for Innovations
in Learning
Project Based
Learning
Laboratory
Symbolic
Systems Program
Engineering
& Product
Design
Center for the Study Of
Language & Information
Stanford Center for
Anatomical Imaging
Computer
Science
Psychology
Linguistics
Phil
Philosophy
Law
Center for
Legal
Informatics
LIFE
Learning in Informal and
Formal Environments
CS
Electrical Engineering
SHL Stanford Humanities Lab
VHIL
Virtual Human
Interaction Lab
PBLL
Work
Technology &
Organization
CIBR
Interdiscipinary
Brain Research
Center
Des Stanford Joint
Program in Design
d.school
at S T A N F O R D U N I V E R S I T Y
Memberships	
  for	
  Discovery	
  Collabora8ons	
  
Smart Spaces
Connected Productivity Platforms
Interpersonal Presence Environments
Augmented Personal Intelligence and Wellness
Smart	
  Spaces	
  
Health Care
Image Recognition
Elder Care
Software
Quantified Self
Internet
Apps
Venture Capital
Biometrics
Ticketing
NFC
Governments
Homeland Security
Public Safety
Mobile
SaaS
Clean Technology
Digital Media
Video
CRM
Big Data
Pets
Technology
Social Media
Crowdfunding
Consumer Electronics
Wearables
Bluetooth Smart
Telecommunications
Internet Infrastructure
Small and Medium Businesses Retail
Health Care Information Technology
Enterprise Software
Hardware
SensorsInternet of Things
Environmental Innovation
Sports
Fitness
Personal Health
Social Media Marketing
Music
Mobile Payments
ICT
Energy Efficiency
Analytics
Retail Technology
Mobile Commerce
Cloud Data Services
Bitcoin
Industrial Automation
Automotive
New Product Development
Food and Beverages
RFID
Vending and Concessions
Mobile Advertising
Location Based Services
Internet TV
Aerospace
Smart Building
Motors
Construction
Agriculture
Indoor Positioning
Outdoors
Entertainment Industry
Gamification
Serious Games
Tracking
Defense
Mobile Health
Brand Marketing
QR Codes
Kids
Social Media Platforms
PaaS
Sales and Marketing
Development Platforms
Social Games
Families
Predictive Analytics
Navigation
Sporting Goods
Tennis
Ibeacon
Mobile Security
Internet Service Providers
Adventure Travel
Smart Grid
Communications Hardware
Energy Management
Health and Wellness
mHealth
Electronics
Digital Entertainment
Semiconductors
Manufacturing
Restaurants
Consulting
E-Commerce
Android
Robotics
Cloud Computing
Tablets
Hardware + Software Social Commerce
Content
3D
Parenting
Network Security
B2B
Music Services
Artificial Intelligence
Pervasive Computing
Diagnostics
Industrial
Data Center Infrastructure
Content Delivery
Medical Devices
Mobile Emergency&Health
Hospitality
Advertising Platforms
Public Transportation
Supply Chain Management
Embedded Hardware and Software
Home Automation
Infrastructure
Transportation
Spain
Finance Technology
Advertising
Mobile Enterprise
Mobility
Musical Instruments
Pharmaceuticals
Logistics
Shipping
SMS
Veterinary
Developer APIs
Clean Energy
Messaging
Application Platforms
Gift Card
Browser Extensions
Audio
New Technologies
Collectibles
Security
Storage
Information Technology
Web Development
Web Hosting
Productivity Software
Ambient
Wind
Unifed Communications
Enterprise Security
iPad
iOS
iPhone
Maps
Real Time
Hospitals
Networking
Cloud Management
Social Network Media
Synchronization
Mobile Infrastructure
Television
Mobile Devices
Crowdsourcing
App Marketing
File Sharing
Gps
App Stores
Education
Business Services
Gadget
Energy
Mobile Games
Mobile Video
DIY
Big Data Analytics
VoIP
Wine And Spirits
Nightclubs
Human Computer Interaction
Chat
Augmented Reality
Video Streaming
Mobile Shopping
High Tech
Bridging Online and Offline
Entertainment
Oil and Gas
Events
Deals
Platforms
Deep Information Technology
Marketplaces
Proximity Internet
Identity Management
Recycling
Computer Networks
Nonprofits
Wireless Sensor Networks
Bluetooth
Digital Health
Connected Devices
Smart Home
Computer Vision
Semiconductor Manufacturing Equipment
Mobile Application
Sports Equipment
Enterprise Resource Planning
Banking
P2P Money Transfer
Financial Technology
Innovation Engineering
UHB LEDs Procurement
Intelligent Systems
Baby Safety
Streetwear
Action Sports
Physical Therapists
Ad Targeting
Travel
Business Travelers
Water
IT Management
3D Printing
Virtualization
Tourism
Art
Financial Services
Cloud Infrastructure
Display Advertising
Proximity Services
Drones
Gis
Parking
Mining Technologies
Health And Safety
Communications Infrastructure
Smart City
Smart Cities
Artificial Neural Networks
Peer-to-Peer
Local Advertising
Power Sports
Motorsport
Data Mining
Payment Systems
Global
Windows 8
Social Network
Cars
Curated Web
None
Connected Gadgets
Humanitarian
Cell Phones
Luxury
Billing
Data
Biotechnology
Nanotechnology
Biotechnology and Semiconductor
Marine Equipment
Ocean Economy
Online Marketplaces
Consumer Electronic Accessories
Algorithms
Signal Processing
Digital Communications
Law Enforcement
Travel & Tourism
Impact Investing
Home & Garden
Air Pollution Control
Design
Publishing
Racing
Bicycles
Consumer Goods
Gift Registries
Wearable Technologies
Private Social Networking
Lead Management
Collaboration
Mobile Software Tools
Databases
Payments
Mobile Technology
Video Games
Toys
Online Auctions
Creative
M2M
Consumer Engagement
Advertising Networks
Interface Design
Loyalty Programs
Fashion
Lighting
Optical Communications
Movement Capture
Gas
Computers
Real Estate
Solar
Aging in Place
Wholesale
Business Analytics
Business Intelligence
Content Discovery
Diabetes
Insurance
Connected Cars
Mechanical Solutions
Health and Insurance
Batteries
Communities
Senior Citizens
Senior Health
Comparison Shopping
Reviews and Recommendations
Web Design
Online Rental
Point of Sale
Data Center Automation
Online Travel
Hotels
Specialty Retail
WIRELESS	
  STARTUPS	
  
Innova8on	
  Ecosystems	
  Network,	
  	
  Market	
  Focus	
  of	
  Startups,	
  March	
  2015	
  Data	
  
Big DataInternet of ThingsBitcoin
Health Care Information Technology
Nonprofits
Wireless Sensor Networks
Mobile
Health CareDigital Health
Environmental Innovation
Connected Devices
Electronics
Shipping
Security
Consumer Electronics
Computer Vision
Semiconductor Manufacturing Equipment
Big Data Analytics
Medical Devices
Energy Management
Enterprise Software
Education
Intelligent Systems
Home Automation
Baby Safety
Mobile Health
Predictive AnalyticsSporting Goods
Streetwear
Action Sports
Health and Wellness
Wearables
Industrial Automation
Agriculture
Gamification
Physical Therapists
Ad Targeting
Artificial Intelligence
Smart Home
Water
SaaS
Retail Technology
Smart Building
Drones
Gis
Analytics
Parking
Robotics
Smart City
Smart Cities
Wine And Spirits
Artificial Neural Networks
Automotive
Power Sports
Motorsport
Data Mining
Global
Quantified Self
Gadget
Hardware + Software
Ibeacon
Productivity Software
Technology
Luxury
Embedded Hardware and Software
Hardware
Location Based Services
Proximity Services
Biotechnology
Nanotechnology
Diagnostics
Biotechnology and Semiconductor
Clean Technology
Marine Equipment
Ocean Economy
Travel
Algorithms
Signal Processing
Impact Investing
Cloud Infrastructure
Home & Garden
Air Pollution Control
Wireless
Tracking
Sports
Fitness
Industrial
Energy Efficiency
Software
Energy
Online Auctions
Interface Design
Social Media
Fashion
Movement Capture
Communications Infrastructure
Gas
Solar
Governments
Maps
Digital Media
Diabetes
Image Recognition
Defense
Oil and Gas
Insurance
Connected Cars
Mechanical Solutions
Personal Health
Social Media Marketing
Aerospace
Homeland Security
Food and Beverages
Outdoors
Entertainment Industry
Kids
Navigation
Tennis
Indoor Positioning
mHealth
Semiconductors
Content
3D
Mobile Advertising
Pervasive Computing
Pharmaceuticals
Logistics
Developer APIs
Ambient
Wind
Enterprise Security
Real Time
Hospitals
Television
Tablets
DIY
Transportation
Networking
Human Computer Interaction
Mobile Games
Augmented Reality
Video Streaming
Smart Grid
iPhone
Bridging Online and Offline
Entertainment
Music
Telecommunications
SENSORS	
  STARTUPS	
  
Innova8on	
  Ecosystems	
  Network,	
  	
  Market	
  Focus	
  of	
  Startups,	
  March	
  2015	
  Data	
  
SECURITY	
  STARTUPS	
  
Innova8on	
  Ecosystems	
  Network,	
  	
  Market	
  Focus	
  of	
  Startups,	
  March	
  2015	
  Data	
  
DATA	
  PRIVACY	
  STARTUPS	
  
Innova8on	
  Ecosystems	
  Network,	
  	
  Market	
  Focus	
  of	
  Startups,	
  March	
  2015	
  Data	
  
Private Social Networking
E-Commerce
Digital Media
Quantified Self
SaaS
Marketplaces
Health Care
Health Care Information Technology
Mobile Health
Payments
Bitcoin
Content
Social Games
Mobile Games
Social Media
Analytics
Games
Big Data
Consumer Electronics
Mobile
Search
Enterprise Software
Web Development
Hardware + Software
Hardware
Art
Mobile Advertising
Location Based Services
Social Media Platforms
iPhone
Content Discovery
Cloud Data Services
Messaging
Medical Devices
B2B
Corporate Training
Sales and Marketing
Bridging Online and Offline
Contact Management
Consumer
Startups
Advertising
Cloud Computing
Mobile Application
Software
Kids
Parenting
Technology
Telecommunications
Finance Technology
Professional Networking
Mom
Information Security
Outdoors
Travel
Photo Sharing
PaaS
Crowdfunding
Security
Android
Apps
Computer Vision
Communities
Productivity Software
Navigation
Tracking
iOS
Reviews and Recommendations
Crowdsourcing
Nightclubs
Algorithms
CRM
Email
Social Network Media
Business Services
Peer-to-Peer
Virtual Worlds
Online Auctions
Luxury
Connected Devices
Storage
Open Source
Photo Editing
Classifieds
Data Security
Personal Data
Identity Management
Cryptocurrency
Group SMS
Lead Generation
Legal
Lifestyle
Reputation
Software Compliance
Fraud Detection
Internet Infrastructure
Cell Phones
Personalization
Families
Chat
Hosting
Mobile Security
Batteries
Internet
Data Privacy
Networking
Cloud Management
Enterprise Security
Content Sharing
Curated Web
Shopping
File Sharing
Web Hosting
Social Media Monitoring
Consumer Electronic Accessories
Cyber Security
VoIP
Browser Extensions
Deep Information Technology
Internet Service Providers
Consumer Internet
Elderly
Facebook Applications
iPad
Cloud Security
Synchronization
Consumers
Identity
Online Identity
Flash Sales
PRIVACY	
  STARTUPS	
  
Innova8on	
  Ecosystems	
  Network,	
  	
  Market	
  Focus	
  of	
  Startups,	
  March	
  2015	
  Data	
  
PERSONALIZATION	
  STARTUPS	
  
Innova8on	
  Ecosystems	
  Network,	
  	
  Market	
  Focus	
  of	
  Startups,	
  March	
  2015	
  Data	
  
New	
  Algorithm	
  –	
  Blended	
  Iden8ty	
  
Iden8ty	
  is	
  Dynamic:	
  Mo8va8on	
  &	
  Persuasion	
  
New	
  Algorithm	
  -­‐	
  Shared	
  ATen8on	
  
Cogni8ve	
  and	
  Affec8ve	
  Load	
  
New	
  Algorithm	
  	
  
	
  
Total	
  
Engagement	
  
New	
  Algorithm	
  –	
  I	
  AM	
  my	
  Content	
  
Personaliza8on	
  of	
  the	
  Algorithm	
  
New	
  Algorithm	
  -­‐	
  No	
  Forgewng	
  
Personal	
  Data	
  is	
  the	
  New	
  GOLD!	
  
	
  
Abundant	
  Opportunity	
  
	
  
Abundance	
  Depends	
  on	
  
Empowerment	
  
Sensor-­‐based	
  services	
  and	
  interac8ve	
  
experiences	
  contain	
  embedded	
  code	
  
Evolu8on	
  toward	
  device-­‐level	
  control	
  
Dawn	
  of	
  the	
  Privacy	
  Economy	
  
People	
  organize	
  by	
  
	
  
Ideas	
  
Inspira8on	
  
Opportunity	
  
Meaning	
  
Velocity	
  
Trust	
  
Technology	
  
Access	
  
Dawn	
  of	
  New	
  User	
  Ecosystems	
  
Empower	
  =	
  Embed	
  Digital	
  Rights	
  
Consumer Bill
of Digital Rights
Information Disclosure
Confidentiality of Information
Security of Information
Participation in Advertising Decisions
Respect and Nondiscrimination
Complaints and Appeals
Relevant for Sensors Global Summit?
•  Wireless sensor technologies are part of
complex ecosystems of products & services
•  Their use and meaning is influenced by
culture, by emotion, and by business models
•  Many rights and permissions are “baked in”
–  During the design processes
–  During the integration processes
–  During the pricing processes
–  During the distribution processes
Sensor	
  ecosystems,	
  their	
  
pla[orms,	
  devices	
  and	
  APIs	
  
exist	
  in	
  the	
  context	
  of	
  	
  
People	
  and	
  Communi8es	
  
Design	
  and	
  develop	
  with	
  human	
  rights	
  and	
  
empowerment	
  as	
  guiding	
  principles.	
  
Enable	
  stories	
  about	
  the	
  future	
  we	
  want	
  to	
  create.	
  
•  November	
  16	
  
– The	
  Experience	
  of	
  Immersion	
  
•  November	
  19	
  
– Pla[orms	
  for	
  Collabora8on	
  and	
  Produc8vity	
  
	
  
	
  
Upcoming	
  
 	
  	
  	
  	
  Thank	
  You	
  
Martha	
  G	
  Russell	
  
Martha.russell@stanford.edu	
  
#martharussell	
  
Thank	
  you	
  
Discovery	
  Collabora8ons	
  
What	
  can	
  we	
  do	
  together	
  that	
  
neither	
  of	
  us	
  could	
  do	
  alone?	
  
	
  
Martha.Russell@stanford.edu	
  
650-­‐646-­‐1331	
  

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PERSONALIZATION IN SENSOR-RICH ENVIRONMENTS

  • 1. Martha  G  Russell  Senior  Research  Scholar,  HSTAR     Execu8ve  Director,     mediaX  at  Stanford  University   November  2015     Global  Sensors  Summit   Personaliza8on   in  Sensor-­‐Rich   Environments  
  • 2. In  a  period  of  Exponen8al  Change,   Empowerment  will  accelerate  Abundance   •  Exponen8al  Growth  means  our  EARTH  will   have  over  9  Billion  inhabitants  by  2050   •  New  algorithms  driving  value  exchanges   •  I  will  describe   – Considera8ons  for  personaliza8on  in  sensor-­‐rich   environments   – Request  and  invita8on   •  The  algorithm  for  abundance  is  empowerment  
  • 3.
  • 4.
  • 5.
  • 6. We  Have   Survived   Previous   Transforma8ons          
  • 7. 2  –  4  –  8  –  16  -­‐  ?   Zero  
  • 8. Prin8ng   . . . to this.From this . . .
  • 9.
  • 10. Personal  wireless  data  systems    Compu8ng  Infrastructure   hTp://www.vaqueronet.com/coloca8ng.php   hTp://www.alpheuscommunica8ons.com   Service Operations hTp://mashable.com/2009/04/30/facebook-­‐friends-­‐page/   USERS & Social Networks Technology Infrastructure and Support Sensors,  data,  algorithms,  compu8ng   pla[orm,  content,  human  behavior,  value    
  • 11.    prac8ces    ♦    engagements                  value  exchange          consent   Natasa  Milic-­‐Frayling,  “Real-­‐Time  Ad-­‐bidding,”    Workshop  on  Meaningful  Consent  in  the  Digital  Economy  2015,  Southampton.      
  • 12.    prac8ces    ♦    engagements                  value  exchange          consent   TECHNOLOGY   MEDIATED   Natasa  Milic-­‐Frayling,  “Real-­‐Time  Ad-­‐bidding,”    Workshop  on  Meaningful  Consent  in  the  Digital  Economy  2015,  Southampton.      
  • 13. Prac8ce:  Coupons   Natasa  Milic-­‐Frayling,  “Real-­‐Time  Ad-­‐bidding,”    Workshop  on  Meaningful  Consent  in  the  Digital  Economy  2015,  Southampton.      
  • 14. The  Coupon  Ecosystem   CONSUMER   MANUFACTURER’S   CLEARINGHOUSE   RETAIL   CLEARINGHOUSE   RETAILER  MANUFACTURER                        COUPON          DATA          PAYMENT   Source:  CoupnInfoNow.com  .  
  • 15. The  Coupon  Ecosystem   CONSUMER   MANUFACTURER’S   CLEARINGHOUSE   RETAIL   CLEARINGHOUSE   RETAILER  MANUFACTURER                        COUPON          DATA          PAYMENT   CMS:  hTp://www.cms.inmar.com/processinginfo.html;   Pro  Logic  have  process  descrip8on:  hTp://www.prologicredemp8on.com/process.html       Over  2000  manufacturers  issue   300  B  coupons  annually  (e.g.,   P&G,  Hormel,  Miller)   3B  coupons  redeemed  at   250,000  retail  outlets  annually   (e.g.,  Safeway,  CVS)   3B  coupons  processed  at   dozens  of  clearinghouses  
  • 16. 2008  Coupon  Revenue  Es8mates   CMS:  hTp://www.cms.inmar.com/processinginfo.html;   Pro  Logic  have  process  descrip8on:  hTp://www.prologicredemp8on.com/process.html   317  B  coupons  issued  at  $1.44  avg.     $456  B  in  coupon  value   2.6  B  coupons    redeemed  at  $1.09   $2.8B  coupon  value   $.08/coupon  handling  =  $208M   manufacturer   retailer   Clearinghouse  revenue   (manufacturer  and  retailer)   Revenue  es8mates:    $135M*     media  (crea8ve,  prin8ng  and   distribu8on)   $1-­‐$2B  (es8mate)   FSI  spending  (90%  of  coupon  dist.)  =  $1B  
  • 17. Online  adver8sing  prac8ces   Online  adver8sing   Sponsored  search   (text,  cost-­‐per-­‐click)   Display  ads   (desktop,  mobile,  social,  etc.)   Contextual  ads   (focus  on  relevance  matching)   Guaranteed  delivery   (offline  contracts)   Real-­‐>me  bidding   Technology  enablement:     computa8onal  adver8sing  
  • 20. Display  ads  –  on  Web  site  pages   Courtesy  of  Financial  Times  
  • 21. Mobile  ads     Courtesy  of  Financial  Times  
  • 23. how  does  this  happen?                            via  technology   network  provider,  tool  provider,  service   provider,     services’  service  provider,  …  ,  client  apps      [  long  value  chain  ]  
  • 24. Third  par8es   FIRST  PARTY:  New  York  Times     THIRD  PARTIES:   providers  of   content,  ads,   analy8cs  
  • 29. Green–web  sites  visi8ng  by  a  user     Red–tracking  companies  and  ad  servers   Purple–site  monitoring  and  analy8cs   Visualiza8on  of  the  tracking  network   Natasa  Milic-­‐Frayling,  “Real-­‐Time  Ad-­‐bidding,”    Workshop  on  Meaningful  Consent  in  the  Digital  Economy  2015,  Southampton.    
  • 30. Green–web  sites  visi8ng  by  a  user     Red–tracking  companies  and  ad  servers   Purple–site  monitoring  and  analy8cs   www.forbes.com   Natasa  Milic-­‐Frayling,  “Real-­‐Time  Ad-­‐bidding,”    Workshop  on  Meaningful  Consent  in  the  Digital  Economy  2015,  Southampton.    
  • 31. Green–web  sites  visi8ng  by  a  user     Red–tracking  companies  and  ad  servers   Purple–site  monitoring  and  analy8cs   www.doubleclick.com   Natasa  Milic-­‐Frayling,  “Real-­‐Time  Ad-­‐bidding,”    Workshop  on  Meaningful  Consent  in  the  Digital  Economy  2015,  Southampton.    
  • 33.
  • 34. Business  Ecosystem   Natasa  Milic-­‐Frayling,  “Real-­‐Time  Ad-­‐bidding,”    Workshop  on  Meaningful  Consent  in  the  Digital  Economy  2015,  Southampton.      
  • 35. Business  Ecosystem   WEB  SITE     THIRD  PARTY  ONLY   TRACKER/AD  EXCHANGE   DUAL  ROLE   Natasa  Milic-­‐Frayling,  “Real-­‐Time  Ad-­‐bidding,”    Workshop  on  Meaningful  Consent  in  the  Digital  Economy  2015,  Southampton.      
  • 37. Across  the  spectrum     of  sensor-­‐rich  environments  in   learning,  commerce  and  entertainment  
  • 38. Apps  and    systems  learn  about  their   users  and  promote  emo8onal  bonds  
  • 39. Digi8zing  the   Human   Experience  
  • 40. Context  drives  meaning  of  data  
  • 42. CSLI Eng EE Psy Ed SSP SCIL SCAnS PBLL GSB Ling CHIMe Art Discovery Collaborations Span Stanford Labs School of Education; Education and Learning Sciences Digital Art Center Graduate School Of Business Communication Between Humans and Interactive Media Stanford Center for Innovations in Learning Project Based Learning Laboratory Symbolic Systems Program Engineering & Product Design Center for the Study Of Language & Information Stanford Center for Anatomical Imaging Computer Science Psychology Linguistics Phil Philosophy Law Center for Legal Informatics LIFE Learning in Informal and Formal Environments CS Electrical Engineering SHL Stanford Humanities Lab VHIL Virtual Human Interaction Lab PBLL Work Technology & Organization CIBR Interdiscipinary Brain Research Center Des Stanford Joint Program in Design d.school at S T A N F O R D U N I V E R S I T Y
  • 43. Memberships  for  Discovery  Collabora8ons  
  • 44. Smart Spaces Connected Productivity Platforms Interpersonal Presence Environments Augmented Personal Intelligence and Wellness Smart  Spaces  
  • 45. Health Care Image Recognition Elder Care Software Quantified Self Internet Apps Venture Capital Biometrics Ticketing NFC Governments Homeland Security Public Safety Mobile SaaS Clean Technology Digital Media Video CRM Big Data Pets Technology Social Media Crowdfunding Consumer Electronics Wearables Bluetooth Smart Telecommunications Internet Infrastructure Small and Medium Businesses Retail Health Care Information Technology Enterprise Software Hardware SensorsInternet of Things Environmental Innovation Sports Fitness Personal Health Social Media Marketing Music Mobile Payments ICT Energy Efficiency Analytics Retail Technology Mobile Commerce Cloud Data Services Bitcoin Industrial Automation Automotive New Product Development Food and Beverages RFID Vending and Concessions Mobile Advertising Location Based Services Internet TV Aerospace Smart Building Motors Construction Agriculture Indoor Positioning Outdoors Entertainment Industry Gamification Serious Games Tracking Defense Mobile Health Brand Marketing QR Codes Kids Social Media Platforms PaaS Sales and Marketing Development Platforms Social Games Families Predictive Analytics Navigation Sporting Goods Tennis Ibeacon Mobile Security Internet Service Providers Adventure Travel Smart Grid Communications Hardware Energy Management Health and Wellness mHealth Electronics Digital Entertainment Semiconductors Manufacturing Restaurants Consulting E-Commerce Android Robotics Cloud Computing Tablets Hardware + Software Social Commerce Content 3D Parenting Network Security B2B Music Services Artificial Intelligence Pervasive Computing Diagnostics Industrial Data Center Infrastructure Content Delivery Medical Devices Mobile Emergency&Health Hospitality Advertising Platforms Public Transportation Supply Chain Management Embedded Hardware and Software Home Automation Infrastructure Transportation Spain Finance Technology Advertising Mobile Enterprise Mobility Musical Instruments Pharmaceuticals Logistics Shipping SMS Veterinary Developer APIs Clean Energy Messaging Application Platforms Gift Card Browser Extensions Audio New Technologies Collectibles Security Storage Information Technology Web Development Web Hosting Productivity Software Ambient Wind Unifed Communications Enterprise Security iPad iOS iPhone Maps Real Time Hospitals Networking Cloud Management Social Network Media Synchronization Mobile Infrastructure Television Mobile Devices Crowdsourcing App Marketing File Sharing Gps App Stores Education Business Services Gadget Energy Mobile Games Mobile Video DIY Big Data Analytics VoIP Wine And Spirits Nightclubs Human Computer Interaction Chat Augmented Reality Video Streaming Mobile Shopping High Tech Bridging Online and Offline Entertainment Oil and Gas Events Deals Platforms Deep Information Technology Marketplaces Proximity Internet Identity Management Recycling Computer Networks Nonprofits Wireless Sensor Networks Bluetooth Digital Health Connected Devices Smart Home Computer Vision Semiconductor Manufacturing Equipment Mobile Application Sports Equipment Enterprise Resource Planning Banking P2P Money Transfer Financial Technology Innovation Engineering UHB LEDs Procurement Intelligent Systems Baby Safety Streetwear Action Sports Physical Therapists Ad Targeting Travel Business Travelers Water IT Management 3D Printing Virtualization Tourism Art Financial Services Cloud Infrastructure Display Advertising Proximity Services Drones Gis Parking Mining Technologies Health And Safety Communications Infrastructure Smart City Smart Cities Artificial Neural Networks Peer-to-Peer Local Advertising Power Sports Motorsport Data Mining Payment Systems Global Windows 8 Social Network Cars Curated Web None Connected Gadgets Humanitarian Cell Phones Luxury Billing Data Biotechnology Nanotechnology Biotechnology and Semiconductor Marine Equipment Ocean Economy Online Marketplaces Consumer Electronic Accessories Algorithms Signal Processing Digital Communications Law Enforcement Travel & Tourism Impact Investing Home & Garden Air Pollution Control Design Publishing Racing Bicycles Consumer Goods Gift Registries Wearable Technologies Private Social Networking Lead Management Collaboration Mobile Software Tools Databases Payments Mobile Technology Video Games Toys Online Auctions Creative M2M Consumer Engagement Advertising Networks Interface Design Loyalty Programs Fashion Lighting Optical Communications Movement Capture Gas Computers Real Estate Solar Aging in Place Wholesale Business Analytics Business Intelligence Content Discovery Diabetes Insurance Connected Cars Mechanical Solutions Health and Insurance Batteries Communities Senior Citizens Senior Health Comparison Shopping Reviews and Recommendations Web Design Online Rental Point of Sale Data Center Automation Online Travel Hotels Specialty Retail WIRELESS  STARTUPS   Innova8on  Ecosystems  Network,    Market  Focus  of  Startups,  March  2015  Data  
  • 46. Big DataInternet of ThingsBitcoin Health Care Information Technology Nonprofits Wireless Sensor Networks Mobile Health CareDigital Health Environmental Innovation Connected Devices Electronics Shipping Security Consumer Electronics Computer Vision Semiconductor Manufacturing Equipment Big Data Analytics Medical Devices Energy Management Enterprise Software Education Intelligent Systems Home Automation Baby Safety Mobile Health Predictive AnalyticsSporting Goods Streetwear Action Sports Health and Wellness Wearables Industrial Automation Agriculture Gamification Physical Therapists Ad Targeting Artificial Intelligence Smart Home Water SaaS Retail Technology Smart Building Drones Gis Analytics Parking Robotics Smart City Smart Cities Wine And Spirits Artificial Neural Networks Automotive Power Sports Motorsport Data Mining Global Quantified Self Gadget Hardware + Software Ibeacon Productivity Software Technology Luxury Embedded Hardware and Software Hardware Location Based Services Proximity Services Biotechnology Nanotechnology Diagnostics Biotechnology and Semiconductor Clean Technology Marine Equipment Ocean Economy Travel Algorithms Signal Processing Impact Investing Cloud Infrastructure Home & Garden Air Pollution Control Wireless Tracking Sports Fitness Industrial Energy Efficiency Software Energy Online Auctions Interface Design Social Media Fashion Movement Capture Communications Infrastructure Gas Solar Governments Maps Digital Media Diabetes Image Recognition Defense Oil and Gas Insurance Connected Cars Mechanical Solutions Personal Health Social Media Marketing Aerospace Homeland Security Food and Beverages Outdoors Entertainment Industry Kids Navigation Tennis Indoor Positioning mHealth Semiconductors Content 3D Mobile Advertising Pervasive Computing Pharmaceuticals Logistics Developer APIs Ambient Wind Enterprise Security Real Time Hospitals Television Tablets DIY Transportation Networking Human Computer Interaction Mobile Games Augmented Reality Video Streaming Smart Grid iPhone Bridging Online and Offline Entertainment Music Telecommunications SENSORS  STARTUPS   Innova8on  Ecosystems  Network,    Market  Focus  of  Startups,  March  2015  Data  
  • 47. SECURITY  STARTUPS   Innova8on  Ecosystems  Network,    Market  Focus  of  Startups,  March  2015  Data  
  • 48. DATA  PRIVACY  STARTUPS   Innova8on  Ecosystems  Network,    Market  Focus  of  Startups,  March  2015  Data  
  • 49. Private Social Networking E-Commerce Digital Media Quantified Self SaaS Marketplaces Health Care Health Care Information Technology Mobile Health Payments Bitcoin Content Social Games Mobile Games Social Media Analytics Games Big Data Consumer Electronics Mobile Search Enterprise Software Web Development Hardware + Software Hardware Art Mobile Advertising Location Based Services Social Media Platforms iPhone Content Discovery Cloud Data Services Messaging Medical Devices B2B Corporate Training Sales and Marketing Bridging Online and Offline Contact Management Consumer Startups Advertising Cloud Computing Mobile Application Software Kids Parenting Technology Telecommunications Finance Technology Professional Networking Mom Information Security Outdoors Travel Photo Sharing PaaS Crowdfunding Security Android Apps Computer Vision Communities Productivity Software Navigation Tracking iOS Reviews and Recommendations Crowdsourcing Nightclubs Algorithms CRM Email Social Network Media Business Services Peer-to-Peer Virtual Worlds Online Auctions Luxury Connected Devices Storage Open Source Photo Editing Classifieds Data Security Personal Data Identity Management Cryptocurrency Group SMS Lead Generation Legal Lifestyle Reputation Software Compliance Fraud Detection Internet Infrastructure Cell Phones Personalization Families Chat Hosting Mobile Security Batteries Internet Data Privacy Networking Cloud Management Enterprise Security Content Sharing Curated Web Shopping File Sharing Web Hosting Social Media Monitoring Consumer Electronic Accessories Cyber Security VoIP Browser Extensions Deep Information Technology Internet Service Providers Consumer Internet Elderly Facebook Applications iPad Cloud Security Synchronization Consumers Identity Online Identity Flash Sales PRIVACY  STARTUPS   Innova8on  Ecosystems  Network,    Market  Focus  of  Startups,  March  2015  Data  
  • 50. PERSONALIZATION  STARTUPS   Innova8on  Ecosystems  Network,    Market  Focus  of  Startups,  March  2015  Data  
  • 51. New  Algorithm  –  Blended  Iden8ty  
  • 52. Iden8ty  is  Dynamic:  Mo8va8on  &  Persuasion  
  • 53. New  Algorithm  -­‐  Shared  ATen8on   Cogni8ve  and  Affec8ve  Load  
  • 54. New  Algorithm       Total   Engagement  
  • 55. New  Algorithm  –  I  AM  my  Content   Personaliza8on  of  the  Algorithm  
  • 56. New  Algorithm  -­‐  No  Forgewng  
  • 57. Personal  Data  is  the  New  GOLD!     Abundant  Opportunity     Abundance  Depends  on   Empowerment  
  • 58. Sensor-­‐based  services  and  interac8ve   experiences  contain  embedded  code  
  • 60. Dawn  of  the  Privacy  Economy  
  • 61. People  organize  by     Ideas   Inspira8on   Opportunity   Meaning   Velocity   Trust   Technology   Access   Dawn  of  New  User  Ecosystems  
  • 62. Empower  =  Embed  Digital  Rights   Consumer Bill of Digital Rights Information Disclosure Confidentiality of Information Security of Information Participation in Advertising Decisions Respect and Nondiscrimination Complaints and Appeals
  • 63. Relevant for Sensors Global Summit? •  Wireless sensor technologies are part of complex ecosystems of products & services •  Their use and meaning is influenced by culture, by emotion, and by business models •  Many rights and permissions are “baked in” –  During the design processes –  During the integration processes –  During the pricing processes –  During the distribution processes
  • 64. Sensor  ecosystems,  their   pla[orms,  devices  and  APIs   exist  in  the  context  of     People  and  Communi8es  
  • 65. Design  and  develop  with  human  rights  and   empowerment  as  guiding  principles.   Enable  stories  about  the  future  we  want  to  create.  
  • 66. •  November  16   – The  Experience  of  Immersion   •  November  19   – Pla[orms  for  Collabora8on  and  Produc8vity       Upcoming  
  • 67.          Thank  You   Martha  G  Russell   Martha.russell@stanford.edu   #martharussell  
  • 68. Thank  you   Discovery  Collabora8ons   What  can  we  do  together  that   neither  of  us  could  do  alone?     Martha.Russell@stanford.edu   650-­‐646-­‐1331