configuration of smart environments made simple

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DESCRIPTION

We present an approach that combines semantic metadata and reasoning with a visual modeling tool to enable the goal-driven configuration of smart environments for end users. In contrast to process-driven systems where service mashups are statically defined, this approach makes use of embedded semantic API descriptions to dynamically create mashups that fulfill the user's goal. The main advantage of the presented system is its high degree of flexibility, as service mashups can adapt to dynamic environments and are fault-tolerant with respect to individual services becoming unavailable. To support end users in expressing their goals, we integrated a visual programming tool with our system. This tool enables users to model the desired state of their smart environment graphically and thus hides the technicalities of the underlying semantics and the reasoning. Possible applications of the presented system include the configuration of smart homes to increase individual well-being, and reconfigurations of smart environments, for instance in the industrial automation or healthcare domains.

TRANSCRIPT

1|Simon Mayer

http://people.inf.ethz.ch/mayersi

Simon Mayer, Nadine Inhelder, Ruben Verborgh,

Rik Van de Walle, and Friedemann Mattern

Internet of Things 2014 Conference | Cambridge, MA | Oct. 7 2014

Configuration of Smart Environments Made SimpleCombining Visual Modeling with Semantic Metadata and Reasoning

2|Simon Mayer

http://people.inf.ethz.ch/mayersi

Embedded sensors and actuators measure and actuate

values in the real, physical world and allow for faster

and smarter decisions

Smart devices allow well-informed decisions

Umbrella lights up if forecast shows rain

Smart environments can perform complex tasks

Assembly line adjusts to current business needs

Smart Devices in a Smart World

3|Simon Mayer

http://people.inf.ethz.ch/mayersi3|

Enable human users to better

monitor and control entire

smart environments

4|Simon Mayer

http://people.inf.ethz.ch/mayersi

Internet of Things for basic network-level connectivity

between smart devices

Challenge: Isolated “Intranets of Things” on the application level

Web of Things: Application-level convergence

Fully integrate sensors and actuators with the World Wide Web

The IoT and the Web of Things

5|Simon Mayer

http://people.inf.ethz.ch/mayersi

Integrate Functionality across WoT Devices

Smart

Thermostat

Environmental

Sensor

Smart Umbrella

www

Web

Services

6|Simon Mayer

http://people.inf.ethz.ch/mayersi

Integrate Functionality across WoT Devices

www

I know that!

Ask me!

Is it going to rain

today?

What’s the

temperature?

76% chance!

Embed semantic functional service

descriptions in smart things representations

How? Describe service API

What?Describe what a

service does

8|Simon Mayer

http://people.inf.ethz.ch/mayersi8|

What?Describe what a

service does

Given a temperature value, I

can set this room to that

temperature!

Temperature Value Modify Room State

How? Describe service API

𝑃𝑟𝑒𝑐𝑜𝑛𝑑𝑖𝑡𝑖𝑜𝑛 → 𝑃𝑜𝑠𝑡𝑐𝑜𝑛𝑑𝑖𝑡𝑖𝑜𝑛

9|Simon Mayer

http://people.inf.ethz.ch/mayersi9|

How? Describe service API

Given a temperature value, I

can set this room to that

temperature!

PUT to thermostat.comTemperature Value Modify Room State

𝑃𝑟𝑒𝑐𝑜𝑛𝑑𝑖𝑡𝑖𝑜𝑛 → 𝑃𝑜𝑠𝑡𝑐𝑜𝑛𝑑𝑖𝑡𝑖𝑜𝑛 ∧ 𝐻𝑇𝑇𝑃 𝑅𝑒𝑞𝑢𝑒𝑠𝑡

10|Simon Mayer

http://people.inf.ethz.ch/mayersi10|

Given a temperature value, I

can set this room to that

temperature!

No

tati

on

3

{

?newTemp a dbpedia:Temperature;

ex:hasValue ?celsiusValue;

ex:hasUnit "Celsius".

}

=>

{

?state :Office44 ex:hasTemperature ?newTemp.

_:request http:methodName "PUT";

http:requestURI

(<http://thermostat.com?temp=>?celsiusValue).

}.

Precondition

Postcondition

Request

11|Simon Mayer

http://people.inf.ethz.ch/mayersi11|

Given a temperature value, I

can set this room to that

temperature!

No

tati

on

3

{

?newTemp a dbpedia:Temperature;

ex:hasValue ?celsiusValue;

ex:hasUnit "Celsius".

}

=>

{

?state :Office44 ex:hasTemperature ?newTemp.

_:request http:methodName "PUT";

http:requestURI

(<http://thermostat.com?temp=>?celsiusValue).

}.

Postcondition

Request

12|Simon Mayer

http://people.inf.ethz.ch/mayersi12|

Given a temperature value, I

can set this room to that

temperature!

No

tati

on

3

{

?newTemp a dbpedia:Temperature;

ex:hasValue ?celsiusValue;

ex:hasUnit "Celsius".

}

=>

{

?state :SomePlace ex:hasTemperature ?newTemp.

_:request http:methodName "PUT";

http:requestURI

(<http://thermostat.com?temp=>?celsiusValue).

}.

Request

How can this service

be invoked?

13|Simon Mayer

http://people.inf.ethz.ch/mayersi13|

Given a temperature value, I

can set this room to that

temperature!

No

tati

on

3

{

?newTemp a dbpedia:Temperature;

ex:hasValue ?celsiusValue;

ex:hasUnit "Celsius".

}

=>

{

?state :SomePlace ex:hasTemperature ?newTemp.

_:request http:methodName "PUT";

http:requestURI

(<http://thermostat.com?temp=>?celsiusValue).

}.

14|Simon Mayer

http://people.inf.ethz.ch/mayersi14|

OK. So I know the device URL.

How can I find the functional metadata?

15|Simon Mayer

http://people.inf.ethz.ch/mayersi15|

HTTP OPTIONS is a good fit!

“This method allows the client to determine the options and/or requirements

associated with a resource, or the capabilities of a server, (…)” (RFC 2616)

Descriptions are returned using the Link Header (RFC 5988)

OPTIONS example.org/thermostat

Link: <therm.n3>; rel=“describedBy“

Semantic reasoning engines can process

these descriptions and automatically

combine services to achieve a user goal

Semantic Metadata

Aha!

This enables the goal-driven configuration

of smart environments!

Do *it*!

I can find out how

to do *it* myself!

18|Simon Mayer

http://people.inf.ethz.ch/mayersi18|

I want my environment to

have a temperature of 23°C

You should send a PUT

request to thermostat.com

that contains the number

“23” as payload!

19|Simon Mayer

http://people.inf.ethz.ch/mayersi19|

I want my environment to

have a temperature of 23°C

No way!

Only °F

inputs…

This will fail if no compatible

services are available…

:temp23 a dbpedia:Temperature;

ex:hasValue "23";

ex:hasUnit "Celsius".

?state a st:State;

log:includes {

:Office ex:hasTemperature :temp23.

}.

"PUT";

:temp23 a dbpedia:Temperature;

ex:hasValue "23";

ex:hasUnit "Celsius".

?state a st:State;

log:includes {

:Office44 ex:hasTemperature :temp23.

}.

"PUT";

"PUT";

The requests can be executed by the

reasoner or the client, or can be

parsed to mobile code….

A reasoning engine enables the dynamic

creation of service chains from the functional

semantic metadata of individual services

Semantic Metadata

25|Simon Mayer

http://people.inf.ethz.ch/mayersi

Advantages

Dynamic service composition in smart environments

Services becoming unavailable, new services emerging…

26|Simon Mayer

http://people.inf.ethz.ch/mayersi

Advantages

Dynamic service composition in smart environments

Rich vocabulary: Lots of ontologies out there

27|Simon Mayer

http://people.inf.ethz.ch/mayersi

Advantages

Dynamic service composition in smart environments

Rich vocabulary

Extremely efficient

300ms to chain

2000 services…

28|Simon Mayer

http://people.inf.ethz.ch/mayersi

Advantages

Dynamic service composition in smart environments

Rich vocabulary

Extremely efficient

Chaining 100 services with

up to 1000 options per step

29|Simon Mayer

http://people.inf.ethz.ch/mayersi

Challenges

Not straightforward in stateful smart environments

A room cannot have two different temperatures at the same time!

Approach: Helper ontology for state management

Details in the paper!

30|Simon Mayer

http://people.inf.ethz.ch/mayersi

Challenges

Not straightforward in stateful smart environments

Users need to be supported during goal formulation

Approach: Integration with visual programming language

31|Simon Mayer

http://people.inf.ethz.ch/mayersi

Challenges

Not straightforward in stateful smart environments

Users need to be supported during goal formulation

Approach: Integration with visual programming language

32|Simon Mayer

http://people.inf.ethz.ch/mayersi

Challenges

Not straightforward in stateful smart environments

Users need to be supported during goal formulation

Users require feedback on the interactions

Approach: Verbalization and Visualization

33|Simon Mayer

http://people.inf.ethz.ch/mayersi

Monitoring Interactions: Verbalization

I want my environment to

have a temperature of 23°C????Aha!

34|Simon Mayer

http://people.inf.ethz.ch/mayersi

Monitoring Interactions: Visualization

What is my smart

electricity meter up to?

[Mayer, Hassan, and Sörös, 2014]

35|Simon Mayer

http://people.inf.ethz.ch/mayersi

Monitoring Interactions: Visualization

So I can actually see

HTTP messages!

[Mayer, Hassan, and Sörös, 2014]

36|Simon Mayer

http://people.inf.ethz.ch/mayersi

Making functional semantics and reasoning

work in smart environments

Facilitation of the goal formulation step and provisioning

of methods to supervise composite services

Summary: Automatic Service Composition

37|Simon Mayer

http://people.inf.ethz.ch/mayersi

Scaling up to industrial automation scenarios

Enabling users to control device interactions

Future Work

YOU shouldn’t be

interacting…

38|Simon Mayer

http://people.inf.ethz.ch/mayersi

Thank You!

R. Verborgh, V. Haerinck, T. Steiner, D. Van Deursen, S. Van Hoecke, J. De Roo, R. Van de Walle, and J.

Gabarró Vallés: Functional Composition of Sensor Web APIs. Semantic Sensor Networks 2012

S. Mayer and G. Basler: Semantic Metadata to Support Device Interaction in Smart Environments. Web of

Things 2013

S. Mayer, N. Inhelder, R. Verborgh, and R. Van de Walle: User-friendly Configuration of Smart

Environments. PerCom 2014

S. Mayer, Y. N. Hassan, and G. Sörös: A Magic Lens for Revealing Device Interactions in Smart

Environments. SIGGRAPH Asia MGIA 2014

S. Mayer, N. Inhelder, R. Verborgh, R. Van de Walle, and F. Mattern: Configuration of Smart Environments

Made Simple. Internet of Things 2014

Slides are on www.slideshare.net/smnmyr

39|Simon Mayer

http://people.inf.ethz.ch/mayersi

http://andrewbleakley.com

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http://theparisreview.org

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http://www.ambientdevices.com

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http://www.vesternet.com

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http://www.qualitymechanicalservices.com

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http://cartographersguild.com

http://haverford.edu

http://clker.com

http://stickers-addict.fr

http://en.wikipedia.org

http://academycomicalarts.blogspot.com

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