filip maertens - artificial intelligence: building emotion & context aware real-time...
TRANSCRIPT
![Page 1: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/1.jpg)
Artificial Intelligence: Building
Emotion & Context aware
Real-time Applications
Filip Maertens
Founder
http://www.arguslabs.com
@fmaertens
![Page 2: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/2.jpg)
A CURRENT STATE OF AFFAIRS
![Page 3: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/3.jpg)
The perfect storm called ubiquitous computing
“ Computing is everywhere
and anywhere. ”
![Page 4: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/4.jpg)
Artificial Intelligence Affective Computing
Clarifying the ambient intelligence paradigma pervasive computing principle that is sensitive and responsive
![Page 5: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/5.jpg)
Putting some numbers in perspective
Wearables
30B units by 2018
Up to 10 sensors
Connected Devices
US$ 290B by 2018
Up to 6 sensors
Smart-phones
2,8B units by 2016
Up to 12 sensors
![Page 6: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/6.jpg)
Context-awareness explainedwhat I tell my grandma what I do
“ We help your phone know you so
well, it helps you to interface with
the world in a much more natural,
proactive, and personalized
manner, so it behaves
like a sixth sense ”
![Page 7: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/7.jpg)
The era of a smart-phone agent
Intelligent capabilities need to be interfacing with the end user, as
an overall service layer. Good privacy controls are required, but
most importantly added value must be shown through the use of
intelligent and sensing apps.
This might feel strange today, but remember the last time you didn’t
allow this?
![Page 8: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/8.jpg)
Engage in a context-aware manner
moment circumstancesEngaging at the right , under the right .
Time
Feeling
…
Activities
Habit
Mood
Weather
Road type
…
Behavior
![Page 9: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/9.jpg)
How context upgrades your content
Know what you are
listening toUnderstand the
circumstances you
are listening to
![Page 10: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/10.jpg)
CONTEXTUAL COMPUTING WITH ARGUS LABS
![Page 11: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/11.jpg)
“ Argus Labs has created a sensor fusion platform
capable of near real-time contextualization
and profiling using deep learning ”
![Page 12: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/12.jpg)
“ Argus Labs is capable of sensing, understanding
and predicting the context, behavior and mood
of a mobile audience ”
![Page 13: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/13.jpg)
The sensor storm: sensors are everywhere
Sensors are a device’s equivalent to possessing human-like sensing
capabilities and allow to sense and understand contextual cues.
Automatic gender detection, through walking patterns
Mood detection, through mobile handling
Sound source detection (gyroscope sampling)
Activity detection (walking, running, sitting, …)
…
Automatic in- versus outdoor detection
Mood detection, through heart rate and oxygen level detection
…
@arguslabs
![Page 14: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/14.jpg)
ARGUS MOBILE SENSING
SD
K
ARGUS
PLATFORM
Turning sensor data into behavioral, context,
and emotional awareness
…EVENTS
MOMENTS
PROFILE
S
LVL 3
LVL 2
LVL 1
![Page 15: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/15.jpg)
EVENTS
Sense and interpret the
contextual cues of a mobile user
MOMENTS
Uncover habits and predict
human behavior
PROFILES
Learn about the ever-
changing personalities of a
mobile user
LAYER 1
LAYER 2
LAYER 3
DRIVING STYLE BEHAVIOUR
…
…WAKING UP
…
SOCIALNESS
SLEEPING
WALKING RUNNING
DRIVING (CAR) SUBWAYTRAIN
BUS
MOTORCYCLETRAM
SITTING STANDING
AIRPLANE BIKING
ARRIVING AT HOME, WORK, ..
BUSY
TIREDBORED
LOUD ENVIRONMENT
IN A MEETING
ALONE
HOME
WORK
COMPANY
COMMUTING TYPE
ACTIVENESS
CHATTY
CALM
DRIVING
BEHAVIOUR
PROFILESFOR EXAMPLE
![Page 16: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/16.jpg)
Self-learningbiking – running – depression – stress – happy – excited –
petrol head – soccer mom – car – party – music – meeting
room – busy
day – and much, much more
![Page 17: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/17.jpg)
2013
processing nonverbal
cues
2000
carrying verbal
communication
![Page 18: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/18.jpg)
Know who you’re sharing a ride with
Has the driver a normal driving style? Or is the passenger heading home
after a stressful and long day at the office. Wouldn’t you want to know
who you’re getting in the car with? Being able to use these kinds of
behavioral insights and use this to make a safer or more personalized
rideshare, can make the difference between a ride from hell or a high
quality experience.
Added value features
1. Profile and score the driving behavior
2. Learn what influences the passenger’s behavioral
3. Negotiate better insurance premiums based on actual driver risk
scores
Case study: driving behavior
Industries: Insurance, Fleet, Peer to Peer Ride Sharing
![Page 19: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/19.jpg)
Industries: Context-aware recommender systems
Case study: emotions in music
![Page 20: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/20.jpg)
Apps are changing
Service layers are emerging as background apps that only
interface with a mobile users when it’s really relevant.
User experiences become non-linear.
![Page 21: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/21.jpg)
Turning context-awareness in mobile engagement
![Page 22: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/22.jpg)
Argus Labs is already transforming industries …
Usage Based Insurance // Insurance
Transforming the insurance industry into a personalized care taker.
Context-Aware Media Recommendations // Media
Providing personalized and intelligent media discovery experiences
Consumer & Professional Healthcare // Healthcare
Turning multi-dimensional sensor layers into a reliable diagnosis
![Page 23: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/23.jpg)
… and growing in following industries
Deep Platform Integration // IOT/OEM
Being the cognitive layer that understands sensor packed wearables
Mobile Fleet Tracking // Fleet & Mobility
Combining driver and vehicle behavior in a new and holistic manner.
Mobile Advertising // Advertising & Marketing Automation
Turning ads into meaningful and precision targeted advice.
![Page 24: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/24.jpg)
Every object becomes a
channel
![Page 25: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/25.jpg)
We did it !The first time ever people can start
making machines and software cognitive,
context and emotionally aware of their human users
![Page 26: Filip Maertens - Artificial Intelligence: Building Emotion & Context aware Real-time Applications](https://reader033.vdocuments.net/reader033/viewer/2022052912/55a0f9ed1a28ab96398b4718/html5/thumbnails/26.jpg)
Artificial Intelligence: Building
Emotion & Context aware
Real-time Applications
Filip Maertens
Founder
http://www.arguslabs.com
@fmaertens