AMBIENT INTELLIGENCE - polito.it · 2016-05-31 · Ambient Intelligence Research Lab Energy-Efficient User-centric Light Control in Smart Homes This project is based on the use of

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AMBIENT INTELLIGENCEAN OVERVIEW

Luigi De Russis

@luigidr


Luigi De Russis

@luigidr



Luigi De Russis

@luigidr


Internet of Things /

Smart Devices

Home Automation /

Smart Home

TECHNOLOGY TRENDS


Smart Devices

Home Automation /

Smart Home

TECHNOLOGY TRENDS


Smart Devices

Home Automation /

Smart Home

TECHNOLOGY TRENDS


Smart Devices

Home Automation /

Smart Home

TECHNOLOGY TRENDS

SMART DEVICES

for the home and the office

IoT

Smart

Home

SMART HOME, EXEMPLIFIED

https://www.youtube.com/watch?v=5bYSX2C4aWc

sophisticated remote control

SMART HOME, EXEMPLIFIED

technology-oriented approach

https://www.youtube.com/watch?v=X604TGDgTVA

SMART (?) HOME

https://www.youtube.com/watch?v=_CQA3X-qNgA

where is the "smartness"?!?

THIS IS NOTAMBIENT INTELLIGENCE

* it is a first step in the "right" direction

AMBIENT INTELLIGENCEA VISION OF THE FUTURE

https://www.youtube.com/watch?v=NjYTzvAVozo

look at the overall concept,not at the details!

AMBIENT INTELLIGENCEMY FRIENDS CALL ME AMI



why


why

AmI is people-oriented


why

what

AmI is people-oriented

sensitive

intelligent

responsive

adaptive

ubiquitous

transparent

sensitive

intelligent

ubiquitous

transparent

Able to sense the

environments and its

inhabitants.

Able to process

sensor data.

responsive

adaptive

sensitive

intelligent

ubiquitous

transparent responsive

adaptive

Able to respond to

user needs.

Able to act on the

environment.

sensitive

intelligent

ubiquitous

transparent

Able to infer a situational context:

- from environment data

- from user data (identity, presence,

actions, …)

- from statistics and preferences

- from external information sources

Able to adapt to the context, by

means of the interpretation of

sensing and the generated response

responsive

adaptive

sensitive

intelligent

ubiquitous

"The most profound

technologies are those

that disappear. They

weave themselves

into the fabric of

everyday life until they

are indistinguishable

from it."Mark Weiser


adaptive

sensitive

intelligent

ubiquitous

Present, appearing,

found everywhere.

Able to be

distributed over the

ambient and over

different people.


adaptive

sensitive

intelligent

ubiquitous

Incorporates Artificial

Intelligence:

- Machine learning, agent-

based software, robotics

- Hearing, vision,

language, knowledge

processing

- Semantic Web, reasoning


adaptive

sensitive

intelligent

responsive

adaptive

ubiquitous

transparent

OK, IT'S TIME TO COOK!

MAIN STEPSTOWARD A SUCCESSFUL AMI SYSTEM


Sensing

Acting

ReasoningInteracting


Sensing

Acting



Sensing

Acting


Needed to provide

responsiveness and

adaptability.

Model, interpret and

recognize context, users

and their activities.

Make decisions, e.g.,

acting vs. suggesting.


Sensing

Acting



Sensing

Acting


HOW FAR ARE WE?THE RESEARCH WORLD IN 2016

sensitive

intelligent

responsive

adaptive

ubiquitous

transparent

Sensing

Acting


AIR LABAmbient

Intelligence

Research Lab

Energy-Efficient User-centric Light Control in

Smart HomesThis project is based on the use of cameras and a distributed

processing method for automated control of lights in a smart

home. The implemented optimization formulations maintain

the user's comfort while reducing the energy cost of lights.

Information from camera sensors provides occupancy

reasoning and human activity analysis. By employing the user's

positions, activities, and preference as constraints, the system

optimizes the light setting for the user's satisfaction in the

occupied area.

Reinforcement Learning for Ambient Intelligent

Atmospheric Lighting and MusicThe goal is to create a user-centric methodology for adaptation of

system services based on accumulated knowledge about the user

preferences. These preferences are learned through user's explicit or

implicit feedback to the system when the user opts to react to the

provided service. As a result, the system adapts to provide the most

satisfactory background music and ambient lighting to the user. In

our approach, the system gains intelligence through observing the

user, interacting with the user, and exploring the user's interests via

mutual discovery mechanisms. Context is inferred not just through

generic data such as time of the day, but also via detecting user-

specific situation such as location, activity, or event.

http://airlab.stanford.edu

FLUID

INTERFACESMIT Media Lab

Reality EditorThe Reality Editor is a system that supports editing the

behavior and interfaces of so-called "smarter objects", i.e.

objects or devices that have an embedded processor and

communication capability. Using augmented reality

techniques, the Reality Editor maps graphical elements

directly on top of the tangible interfaces found on physical

objects, such as push buttons or knobs. The Reality Editor

allows flexible reprogramming of the interfaces and

behavior of the objects as well as defining relationships

between smarter objects in order to easily create new

functionalities.

Video: https://vimeo.com/74073989

http://fluid.media.mit.edu

AutoEmotiveRegardless of the emotional state of drivers, current cars

feel impassive and disconnected. We believe that by

adding emotion-sensing technologies inside the car, we

can dramatically improve the driving experience while

increasing the safety of drivers. This work explores the

landscape of possible applications when incorporating

stress-sensing devices in the car.

Video: https://vimeo.com/85856989

https://vimeo.com/74073989

https://vimeo.com/85856989

INTELLIGENT

ENVIRONMENTS

GROUP

http://ieg.essex.ac.uk

RESPONSIVE

ENVIRONMENTSMIT Media Lab

http://resenv.media.mit.edu

CASASCenter for Advanced

Studies in Adaptive

Systems

http://casas.wsu.edu

GOODIESResearch GrOup On

Development of

Intelligent

EnvironmentS

http://ie.cs.mdx.ac.uk

AICAgents, Interaction

and Complexity

http://www.aic.ecs.soton.ac.uk

CHANGING

PLACESMIT Media Lab

http://cp.media.mit.edu

UBICOMP LABHCII

Carnegie Mellon

University

http://ubicomplab.org

ALPSAmbient Intelligence

and Pervasive System

http://ie.cs.mdx.ac.uk/

E-LITEIntelligent and

Interactive

Systems

Ambient Intelligence Course

Third year, elective course, for all the Engineering degrees. In English.

The course aims at describing, from an experimental point of view, the field of Ambient

Intelligence, outlining its multi-disciplinary nature as well as its technology and

application areas.

Special emphasis, on the course, is devoted to design-related aspects and on the overall

hardware-software architecture, besides reviewing the involved technologies. This should

enable students to design and realize reusable and interoperable solutions, and to

collaboratively build a working prototype of an AmI system, in the laboratory.

Projects website: http://ami-2016.github.io, about "AmI for health and wellbeing"

2015 projects: http://ami-2015.github.io, about a "Smart Politecnico"


http://ami-2016.github.io/

http://ami-2015.github.io/


Interactive

Systems

Ambient Intelligence Course


Public showcase of students' projects to be held onOctober 4, 2016 (in the

evening at I3P

You are kindly invited!


Interactive

Systems


High-Level Personalization of Smart Environments

A considerable amount of research has been carried out towards enabling average

users to customize their smart homes and their IoT systems through trigger-action ("if...

then...") programming. Publicly available systems exist, too: e.g., http://ifttt.com.

These programming environments force a one-to-one mapping between pairs of

service or device instances; this approach is not suitable for the forthcoming and

expected growth of IoT devices nor is able to handle yet undiscovered IoT.

To overcome similar issues, a new breed of programming platforms should be designed

to support a "higher level" representation of objects and services, to help end users

better create and understand their own IoT applications.

http://ifttt.com/


Interactive

Systems


High-Level Personalization of Smart Environments

A considerable amount of research has been carried out towards enabling average

users to customize their smart homes and their IoT systems through trigger-action ("if...

then...") programming. Publicly available systems exist, too: e.g., http://ifttt.com.

These programming environments force a one-to-one mapping between pairs of

service or device instances; this approach is not suitable for the forthcoming and

expected growth of IoT devices nor is able to handle yet undiscovered IoT.

To overcome similar issues, a new breed of programming platforms should be designed

to support a "higher level" representation of objects and services, to help end users

better create and understand their own IoT applications.Thesis

available on this topic

http://ifttt.com/


Interactive

Systems


Smarter Notifications

In the Internet of Things (IoT) world, we are under a constant stream of messages,

coming from various "smart objects" (e.g., thermostats, washing machines, weather

stations, activity trackers, drink trackers) and from different services and Social Network

(like Facebook, Twitter, WhatsApp, e-mail, etc.). All these notifications may be interesting

by themselves, but taken together they risk to be a constant distraction and annoyance.

Things become further complicated by the presence of "smart objects" that are shared

between groups of people or family members (like a TV or a washing machine). Thus,

data coming from such devices/appliances can affect multiple persons and their

behaviors.

We are working on a Smart Notification system, able to deliver the "right" notification,

to the "right" person (or people), in the "right" moment, according to users'

preferences, activities and to the notification characteristics.

We need your help! Download our Android 5.x app: http://goo.gl/pcvmG9

http://goo.gl/pcvmG9


Interactive

Systems


Smarter Notifications

In the Internet of Things (IoT) world, we are under a constant stream of messages,

coming from various "smart objects" (e.g., thermostats, washing machines, weather

stations, activity trackers, drink trackers) and from different services and Social Network

(like Facebook, Twitter, WhatsApp, e-mail, etc.). All these notifications may be interesting

by themselves, but taken together they risk to be a constant distraction and annoyance.

Things become further complicated by the presence of "smart objects" that are shared

between groups of people or family members (like a TV or a washing machine). Thus,

data coming from such devices/appliances can affect multiple persons and their

behaviors.

We are working on a Smart Notification system, able to deliver the "right" notification,

to the "right" person (or people), in the "right" moment, according to users'

preferences, activities and to the notification characteristics.

We need your help! Download our Android 5.x app: http://goo.gl/pcvmG9

http://goo.gl/pcvmG9


THANKS!QUESTIONS?

Luigi De Russis

@luigidr

[email protected]

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AMBIENT INTELLIGENCE - polito.it · 2016-05-31 · Ambient Intelligence Research Lab Energy-Efficient User-centric Light Control in Smart Homes This project is based on the use of