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Designing with Sensors: 
Creating Adaptive Experiences
Avi Itzkovitch UI/UX Designer @xgmedia
Adaptive Design
What is Adaptive Design?
Responsive Design
Adaptive Design
Minority Report 
2002
2007
Homing Device 2007
First iPhone 2007
2013
Examples?
GARMIN Zumo 660 Day and Night Interface
Google Now
Public transit 
When you’re near a bus stop or a 
subway station, Google Now tells 
you what buses or trains are next.
Next appointment 
Get a notification for when you should 
leave to your next appointment. 
Based on synced calendars and 
current location.
Cover automatically recognizes when you’re at home, work, or in the car 
and learns which apps you use most in each context.
Ubiquitous Computing 
Mark Weiser 
“The most profound technologies are those that disappear. They 
weave themselves into the fabric of everyday life until they are 
indistinguishable from it.”
Nest, The Learning Thermostat
TEMPERATURE 
AND HUMIDITY 
SENSOR 
WI-FI ANTENNA 
NEAR-FIELD MOTION SENSOR 
FAR-FIELD MOTION SENSOR 
TEMPERATURE SENSOR 
AMBIENT LIGHT SENSOR 
RADIO - Connects with home Wi-Fi 
network
WHAT IS AN ADAPTIVE 
SENSOR?
Accelerometer
Accelerometer
List of sensors http://en.wikipedia.org/wiki/List_of_sensors 
• Geophone 
• Hydrophone 
• Lace Sensor a guitar 
pickup 
• Microphone 
• Seismometer 
• Breathalyzer 
• Carbon dioxide sensor 
• Carbon monoxide 
detector 
• Catalytic bead sensor 
• Chemical field-effect 
transistor 
• Pellistor 
• pH glass electrode 
• Potentiometric sensor 
• Redox electrode 
• Smoke detector 
• Zinc oxide nanorod 
sensor 
• Current sensor 
• Electroscope 
• Galvanometer 
• Hall effect sensor 
• Hall probe 
• Magnetic anomaly 
detector 
• Magnetometer 
• MEMS magnetic field 
sensor 
• Metal detector 
• Planar Hall sensor 
• Radio direction finder 
• Voltage detector 
• Seismometers 
• Snow gauge 
• Soil moisture sensor 
• Stream gauge 
• Electrochemical gas 
sensor 
• Electronic nose 
• Electrolyte–insulator– 
semiconductor sensor 
• Fluorescent chloride 
sensors 
• Holographic sensor 
• Hydrocarbon dew point 
analyzer 
• Hydrogen sensor 
• Hydrogen sulfide 
sensor 
• Infrared point sensor 
• Ion-selective electrode 
• Nondispersive infrared 
sensor 
• Microwave chemistry 
sensor 
• Nitrogen oxide sensor 
• Olfactometer 
• Optode 
• Oxygen sensor 
• Actinometer 
• Bedwetting alarm 
• Ceilometer 
• Dew warning 
• Electrochemical gas 
sensor 
• Fish counter 
• Frequency domain 
sensor 
• Gas detector 
• Hook gauge 
evaporimeter 
• Humistor 
• Hygrometer 
• Leaf sensor 
• Air flow meter 
• Anemometer 
• Flow sensor 
• Gas meter 
• Mass flow sensor 
• Water meter 
• Bubble chamber 
• Cloud chamber 
• Geiger counter 
• Neutron detection 
• Particle detector 
• Scintillation counter 
• Scintillator 
• Wire chamber 
• Air speed indicator 
• Altimeter 
• Attitude indicator 
• Depth gauge 
• Fluxgate compass 
• Gyroscope 
• Inertial navigation 
system 
• Inertial reference unit 
• Magnetic compass 
• MHD sensor 
• Ring laser gyroscope 
• Turn coordinator 
• Variometer 
• Vibrating structure 
gyroscope 
• Yaw rate sensor 
• Photoswitch 
• Phototube 
• Scintillometer 
• Shack-Hartmann 
• Single-photon 
avalanche diode 
• Superconducting 
• Accelerometer 
• Auxanometer 
• Capacitive 
displacement sensor 
• Capacitive sensing 
• Free fall sensor 
• Gravimeter 
• Gyroscopic sensor 
• Inclinometer 
• Integrated circuit 
piezoelectric sensor 
• Laser rangefinder 
• Laser surface 
velocimeter 
• LIDAR 
• Linear encoder 
• Linear variable 
differential transformer 
(LVDT) 
• Liquid capacitive 
inclinometers 
• Odometer 
• Photoelectric sensor 
• Piezoelectric 
accelerometer 
• Position sensor 
• Rate sensor 
• Rotary encoder 
• Rotary variable 
differential transformer 
• Selsyn 
• Sudden Motion Sensor 
• Tilt sensor 
• Tachometer 
• Ultrasonic thickness 
gauge 
• Variable reluctance 
sensor 
• Charge-coupled device 
• Colorimeter 
• Contact image sensor 
• Electro-optical sensor 
• Flame detector 
• Infra-red sensor 
• Kinetic inductance 
detector 
• LED as light sensor 
• Light-addressable 
potentiometric sensor 
• Nichols radiometer 
• Fiber optic sensors 
• Optical position sensor 
• Photodetector 
• Photodiode 
• Photomultiplier tubes 
• Phototransistor 
• Photoelectric sensor 
• Photoionization 
detector 
• Photomultiplier 
• Photoresistor 
• Bourdon gauge 
• Hot filament ionization 
gauge 
• Ionization gauge 
• McLeod gauge 
• Oscillating U-tube 
• Permanent Downhole 
Gauge 
• Piezometer 
• Pirani gauge 
• Pressure sensor 
• Pressure gauge 
• Tactile sensor 
• Time pressure gauge 
• Thermistor
Camera 
Samsung GALAXY S
Email Address 
API 
Ema 
il 
Gender 
Age 
Hobbies
Time and Date 
“Songza is a simple 
answer to a tough 
question: what 
should I listen to 
right now?”
Using sensors to solve a problem 
UTILIZING RESOURCES
TEMPERATURE 
AND HUMIDITY 
SENSOR 
WI-FI ANTENNA 
NEAR-FIELD MOTION SENSOR 
FAR-FIELD MOTION SENSOR 
TEMPERATURE SENSOR 
AMBIENT LIGHT SENSOR 
RADIO - Connects with home Wi-Fi 
network
Wattbox Heating Control
Tado - The geolocation app for your heating
Internet of Things 
Contextual Knowledge
Context is not just the location. 
CONTEXT FOR ADAPTIVITY
Temporal Constraints 
How much time is available for shopping
Time and Date 
Boxing Day or Monday afternoon
Physiological and Emotional State 
Whether user is enjoying shopping or not
A complete platform for stress monitoring. 
"We track employees' stress and other biometrics withing corporate wellness 
programs, to support physicians and mental health specialists."
Yoram M Kalman, Ph.D. 
HCI Markers is a new term suggested for an emerging concept of using data 
created during human computer interaction to identify changes in the cognitive, 
mental, psychological or physiological state of the user.
Spatial Environment 
Which products are nearby
AislePhone 
Location based shopping. Precise In-Store Positioning
Estimote Beacons 
A small, wireless device, sometimes also called a ‘mote’. When 
placed in a physical space, it broadcasts tiny radio signals around 
itself.
BCM4752 
Broadcom introduces new GPS chip, offering a platform for 
development of indoor positioning applications.
GPS 
Indoor Positioning System (IPS)
Shopping Task Details 
What is the intended use of the products
Social Circumstances 
Shopping alone or with a partner
General Interests and Preferences 
Prefers red or white wine with tuna
Human behavior as a sensor 
Weekdays 12:00PM – 2:00PM
Moves iPhone 
Records daily 
walking, cycling and 
running. Recognizes 
places in your daily 
life
Sensegon 
300 different behavioral parameters of users' social 
interactions
Store Loyalty Cards
DESIGNING AN ADAPTIVE 
EXPERIENCE
Project Glass
Adaptive Thinking
How adaptive thinking can resolve design problems 
A FEW MORE EXAMPLES
Check out this amazing …?
The number of known plant species is around 
400,000.
Online flower identifier 
1. Pick the flower you don't know the name of. Pick the 
complete flower from the ground at the end of the 
stem flush to the ground 
2. Take the flower immediately inside. Go to the flower 
identification website. 
3. Select the correct number of petals your flower has 
on the website. Then select every category thereafter 
in the list to help decipher the type of flower you 
have. 
4. Click on the photos provided in the flower search with 
your specific categories. Compare your flower with 
the images to make sure it is the correct name.
http://www.botanicalkeys.co.uk
Is there another way?
Data Required Sensor Flowers Found 
Flower Location GPS 323 
Type of Soil Internet 130 
Bloom Month Time and Date 52 
What color is the flower? User Input 06 
*Not a real results 
Find my wildflower app
Monarda didyma (Bee Balm) 
Monarda didyma is an aromatic 
herb in the family Lamiaceae, 
native to eastern North America 
from Maine west to Ohio and 
south to northern Georgia. 
Its odor is considered similar to 
that of the bergamot orange.
Bicycle Sharing Program
What is Adaptive Design?
In Short: 
What I want 
When I need it 
In my immediate context
Even shorter: 
Adaptive Design = Invisible Design
Designing with Sensors
@xgmedia 
Thank you  
Avi Itzkovitch 
www.XGmedia.com 
www.UXsalon.com

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Designing with Sensors: Creating Adaptive Experiences

  • 1. @xgmedia #MOBX Designing with Sensors: Creating Adaptive Experiences
  • 2. Avi Itzkovitch UI/UX Designer @xgmedia
  • 7.
  • 8.
  • 9.
  • 10.
  • 12. 2007
  • 15. 2013
  • 17. GARMIN Zumo 660 Day and Night Interface
  • 18.
  • 20. Public transit When you’re near a bus stop or a subway station, Google Now tells you what buses or trains are next.
  • 21. Next appointment Get a notification for when you should leave to your next appointment. Based on synced calendars and current location.
  • 22. Cover automatically recognizes when you’re at home, work, or in the car and learns which apps you use most in each context.
  • 23. Ubiquitous Computing Mark Weiser “The most profound technologies are those that disappear. They weave themselves into the fabric of everyday life until they are indistinguishable from it.”
  • 24. Nest, The Learning Thermostat
  • 25. TEMPERATURE AND HUMIDITY SENSOR WI-FI ANTENNA NEAR-FIELD MOTION SENSOR FAR-FIELD MOTION SENSOR TEMPERATURE SENSOR AMBIENT LIGHT SENSOR RADIO - Connects with home Wi-Fi network
  • 26.
  • 27. WHAT IS AN ADAPTIVE SENSOR?
  • 30. List of sensors http://en.wikipedia.org/wiki/List_of_sensors • Geophone • Hydrophone • Lace Sensor a guitar pickup • Microphone • Seismometer • Breathalyzer • Carbon dioxide sensor • Carbon monoxide detector • Catalytic bead sensor • Chemical field-effect transistor • Pellistor • pH glass electrode • Potentiometric sensor • Redox electrode • Smoke detector • Zinc oxide nanorod sensor • Current sensor • Electroscope • Galvanometer • Hall effect sensor • Hall probe • Magnetic anomaly detector • Magnetometer • MEMS magnetic field sensor • Metal detector • Planar Hall sensor • Radio direction finder • Voltage detector • Seismometers • Snow gauge • Soil moisture sensor • Stream gauge • Electrochemical gas sensor • Electronic nose • Electrolyte–insulator– semiconductor sensor • Fluorescent chloride sensors • Holographic sensor • Hydrocarbon dew point analyzer • Hydrogen sensor • Hydrogen sulfide sensor • Infrared point sensor • Ion-selective electrode • Nondispersive infrared sensor • Microwave chemistry sensor • Nitrogen oxide sensor • Olfactometer • Optode • Oxygen sensor • Actinometer • Bedwetting alarm • Ceilometer • Dew warning • Electrochemical gas sensor • Fish counter • Frequency domain sensor • Gas detector • Hook gauge evaporimeter • Humistor • Hygrometer • Leaf sensor • Air flow meter • Anemometer • Flow sensor • Gas meter • Mass flow sensor • Water meter • Bubble chamber • Cloud chamber • Geiger counter • Neutron detection • Particle detector • Scintillation counter • Scintillator • Wire chamber • Air speed indicator • Altimeter • Attitude indicator • Depth gauge • Fluxgate compass • Gyroscope • Inertial navigation system • Inertial reference unit • Magnetic compass • MHD sensor • Ring laser gyroscope • Turn coordinator • Variometer • Vibrating structure gyroscope • Yaw rate sensor • Photoswitch • Phototube • Scintillometer • Shack-Hartmann • Single-photon avalanche diode • Superconducting • Accelerometer • Auxanometer • Capacitive displacement sensor • Capacitive sensing • Free fall sensor • Gravimeter • Gyroscopic sensor • Inclinometer • Integrated circuit piezoelectric sensor • Laser rangefinder • Laser surface velocimeter • LIDAR • Linear encoder • Linear variable differential transformer (LVDT) • Liquid capacitive inclinometers • Odometer • Photoelectric sensor • Piezoelectric accelerometer • Position sensor • Rate sensor • Rotary encoder • Rotary variable differential transformer • Selsyn • Sudden Motion Sensor • Tilt sensor • Tachometer • Ultrasonic thickness gauge • Variable reluctance sensor • Charge-coupled device • Colorimeter • Contact image sensor • Electro-optical sensor • Flame detector • Infra-red sensor • Kinetic inductance detector • LED as light sensor • Light-addressable potentiometric sensor • Nichols radiometer • Fiber optic sensors • Optical position sensor • Photodetector • Photodiode • Photomultiplier tubes • Phototransistor • Photoelectric sensor • Photoionization detector • Photomultiplier • Photoresistor • Bourdon gauge • Hot filament ionization gauge • Ionization gauge • McLeod gauge • Oscillating U-tube • Permanent Downhole Gauge • Piezometer • Pirani gauge • Pressure sensor • Pressure gauge • Tactile sensor • Time pressure gauge • Thermistor
  • 31.
  • 32.
  • 33.
  • 35. Email Address API Ema il Gender Age Hobbies
  • 36. Time and Date “Songza is a simple answer to a tough question: what should I listen to right now?”
  • 37.
  • 38. Using sensors to solve a problem UTILIZING RESOURCES
  • 39. TEMPERATURE AND HUMIDITY SENSOR WI-FI ANTENNA NEAR-FIELD MOTION SENSOR FAR-FIELD MOTION SENSOR TEMPERATURE SENSOR AMBIENT LIGHT SENSOR RADIO - Connects with home Wi-Fi network
  • 41. Tado - The geolocation app for your heating
  • 42. Internet of Things Contextual Knowledge
  • 43. Context is not just the location. CONTEXT FOR ADAPTIVITY
  • 44.
  • 45. Temporal Constraints How much time is available for shopping
  • 46. Time and Date Boxing Day or Monday afternoon
  • 47. Physiological and Emotional State Whether user is enjoying shopping or not
  • 48. A complete platform for stress monitoring. "We track employees' stress and other biometrics withing corporate wellness programs, to support physicians and mental health specialists."
  • 49.
  • 50. Yoram M Kalman, Ph.D. HCI Markers is a new term suggested for an emerging concept of using data created during human computer interaction to identify changes in the cognitive, mental, psychological or physiological state of the user.
  • 51. Spatial Environment Which products are nearby
  • 52.
  • 53. AislePhone Location based shopping. Precise In-Store Positioning
  • 54. Estimote Beacons A small, wireless device, sometimes also called a ‘mote’. When placed in a physical space, it broadcasts tiny radio signals around itself.
  • 55. BCM4752 Broadcom introduces new GPS chip, offering a platform for development of indoor positioning applications.
  • 56. GPS Indoor Positioning System (IPS)
  • 57. Shopping Task Details What is the intended use of the products
  • 58. Social Circumstances Shopping alone or with a partner
  • 59.
  • 60.
  • 61. General Interests and Preferences Prefers red or white wine with tuna
  • 62. Human behavior as a sensor Weekdays 12:00PM – 2:00PM
  • 63. Moves iPhone Records daily walking, cycling and running. Recognizes places in your daily life
  • 64.
  • 65. Sensegon 300 different behavioral parameters of users' social interactions
  • 67. DESIGNING AN ADAPTIVE EXPERIENCE
  • 68.
  • 70.
  • 71.
  • 73. How adaptive thinking can resolve design problems A FEW MORE EXAMPLES
  • 74.
  • 75.
  • 76. Check out this amazing …?
  • 77. The number of known plant species is around 400,000.
  • 78. Online flower identifier 1. Pick the flower you don't know the name of. Pick the complete flower from the ground at the end of the stem flush to the ground 2. Take the flower immediately inside. Go to the flower identification website. 3. Select the correct number of petals your flower has on the website. Then select every category thereafter in the list to help decipher the type of flower you have. 4. Click on the photos provided in the flower search with your specific categories. Compare your flower with the images to make sure it is the correct name.
  • 80.
  • 82.
  • 83. Data Required Sensor Flowers Found Flower Location GPS 323 Type of Soil Internet 130 Bloom Month Time and Date 52 What color is the flower? User Input 06 *Not a real results Find my wildflower app
  • 84.
  • 85. Monarda didyma (Bee Balm) Monarda didyma is an aromatic herb in the family Lamiaceae, native to eastern North America from Maine west to Ohio and south to northern Georgia. Its odor is considered similar to that of the bergamot orange.
  • 87.
  • 88.
  • 89.
  • 90.
  • 91.
  • 92. What is Adaptive Design?
  • 93. In Short: What I want When I need it In my immediate context
  • 94. Even shorter: Adaptive Design = Invisible Design
  • 95.
  • 97. @xgmedia Thank you  Avi Itzkovitch www.XGmedia.com www.UXsalon.com

Notes de l'éditeur

  1. Minority Report (2002)
  2. Homing Device
  3. Homing Device
  4. These markers can be used to allow better customization of interfaces to user needs, and specifically to the needs of users with relevant health conditions. הפרעת קשב
  5. “Adaptive thinking” is a mindset that provides the tools necessary to significantly improve the user experience and enhance the intended purpose of the product by utilizing the technology that is readily available in every pocket. It is about learning the environment and the user and adapting to their current needs and situation. Therefore, designers should first design for the context of use and then design the set of functions that are triggered in relevant situations.
  6. מגדיר צמחים עממי