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Where innovation starts 
Ontologies for interaction: 
Enabling serendipitous 
interoperability in smart 
environments 
Gerrit Niezen 
9 October 2012
2/8 
Sleep monitor headband 
/department of industrial design
3/8 
Using the ontology 
event-1cecdba5 
generatedBy SmartObject 
/department of industrial design 
2009-12-17T13:15:16^xsd:dateTime 
inXSDDateTime 
PlayEvent 
NokiaN900 
04A332D9A12580 
0401C4D9A12581 
hasRFIDTag 
AmbientLighting 
connectedTo 
hasRFIDTag 
connectedTo 
event-1cecdba5 a PlayEvent . 
event-1cecdba5 inXSDDateTime "2009-12-17T13:15^^xsd:dateTime" . 
event-1cecdba5 generatedBy NokiaN900 . 
NokiaN900 a SmartObject . 
NokiaN900 hasRFIDTag "04A332D9A12580" . 
NokiaN900 connectedTo AmbientLighting .
4/8 
The Connector object 
/department of industrial design
5/8 
The software framework 
/department of industrial design 
SIB 
SSAP interface 
Publish/subscribe 
KP 
Triple store 
OWL 2 RL spec 
SPIN functions 
SSAP 
Reasoning engine 
Asserted model 
Ontology 
Inferred model 
SSAP interface
6/8 
Evaluation: Smart Home pilot 
/department of industrial design 
Non-Functional Lighting (NFL) 
Presence 
Music 
Player (MP) 
Lighting 
Device (LD) 
Stereo System (SS) 
Spotlight 
Navigation (SN) 
Presence; Control; 
Sensor (PS) 
Media; Content; Music; 
Lighting; Temporary 
Lighting; Control; 
Lighting; 
Preset; Permanent 
Media; Content; Music; 
Lighting; Temporary 
Lighting; Control; 
Presence 
Sensor (PS) 
Functional Lighting (FL) 
Connector (CN) 
(UPSTAIRS) STUDY ROOM (DOWNSTAIRS) LIVING ROOM 
Lighting 
Device (LD)
7/8 
Evaluation: Results from pilot 
Component Nr. of obs. Min. (s) Max. (s) Mean (s) Std. dev. (s) 
Music Player KP 264 0.074 9.975 0.861 1.017 
Connector KP 961 0.044 35.184 0.275 1.942 
Sound/Light KP 86 0.06 0.587 0.131 0.122 
Lamp-KP 98 0.012 0.049 0.03 0.006 
Presence-KP 172 0.145 0.244 0.176 0.018 
/department of industrial design
8/8 
Conclusion 
I Semantic reasoning is a viable solution to the interoperability 
problem 
I First attempt at modelling user interaction in a smart 
environment with ontologies 
I A number of ontology design patterns were identified 
/department of industrial design
9/8 
User interaction model 
AUGMENTED 
FEEDBACK 
PHYSICAL 
DIGITAL 
/department of industrial design 
DATA 
MEDIA 
SERVICES 
MENTAL 
MODEL 
INHERENT 
FEEDBACK 
A1...n B1...n 
a1...n b1...n 
USER1...n 
INTERACTION 
INTERACTION 
EVENTS 
SMART 
OBJECT 
SMART 
OBJECT 
SEMANTIC 
CONNECTION 
FUNCTIONAL 
FEEDBACK
10/8 
Sleep scenario 
/department of industrial design
11/8 
Ontology design patterns: A template 
I Question 
I Context 
I Solution 
I Example(s) 
I Discussion 
I Related 
/department of industrial design
12/8 
Music player subscription measurements 
10 
8 
6 
4 
2 
0 50 100 150 200 250 300 
/department of industrial design 
Iteration 
0 
Time (s)
13/8 
Exploring semantic connections 
/department of industrial design

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Ontologies for interaction (PhD Defense, 2012)

  • 1. Where innovation starts Ontologies for interaction: Enabling serendipitous interoperability in smart environments Gerrit Niezen 9 October 2012
  • 2. 2/8 Sleep monitor headband /department of industrial design
  • 3. 3/8 Using the ontology event-1cecdba5 generatedBy SmartObject /department of industrial design 2009-12-17T13:15:16^xsd:dateTime inXSDDateTime PlayEvent NokiaN900 04A332D9A12580 0401C4D9A12581 hasRFIDTag AmbientLighting connectedTo hasRFIDTag connectedTo event-1cecdba5 a PlayEvent . event-1cecdba5 inXSDDateTime "2009-12-17T13:15^^xsd:dateTime" . event-1cecdba5 generatedBy NokiaN900 . NokiaN900 a SmartObject . NokiaN900 hasRFIDTag "04A332D9A12580" . NokiaN900 connectedTo AmbientLighting .
  • 4. 4/8 The Connector object /department of industrial design
  • 5. 5/8 The software framework /department of industrial design SIB SSAP interface Publish/subscribe KP Triple store OWL 2 RL spec SPIN functions SSAP Reasoning engine Asserted model Ontology Inferred model SSAP interface
  • 6. 6/8 Evaluation: Smart Home pilot /department of industrial design Non-Functional Lighting (NFL) Presence Music Player (MP) Lighting Device (LD) Stereo System (SS) Spotlight Navigation (SN) Presence; Control; Sensor (PS) Media; Content; Music; Lighting; Temporary Lighting; Control; Lighting; Preset; Permanent Media; Content; Music; Lighting; Temporary Lighting; Control; Presence Sensor (PS) Functional Lighting (FL) Connector (CN) (UPSTAIRS) STUDY ROOM (DOWNSTAIRS) LIVING ROOM Lighting Device (LD)
  • 7. 7/8 Evaluation: Results from pilot Component Nr. of obs. Min. (s) Max. (s) Mean (s) Std. dev. (s) Music Player KP 264 0.074 9.975 0.861 1.017 Connector KP 961 0.044 35.184 0.275 1.942 Sound/Light KP 86 0.06 0.587 0.131 0.122 Lamp-KP 98 0.012 0.049 0.03 0.006 Presence-KP 172 0.145 0.244 0.176 0.018 /department of industrial design
  • 8. 8/8 Conclusion I Semantic reasoning is a viable solution to the interoperability problem I First attempt at modelling user interaction in a smart environment with ontologies I A number of ontology design patterns were identified /department of industrial design
  • 9. 9/8 User interaction model AUGMENTED FEEDBACK PHYSICAL DIGITAL /department of industrial design DATA MEDIA SERVICES MENTAL MODEL INHERENT FEEDBACK A1...n B1...n a1...n b1...n USER1...n INTERACTION INTERACTION EVENTS SMART OBJECT SMART OBJECT SEMANTIC CONNECTION FUNCTIONAL FEEDBACK
  • 10. 10/8 Sleep scenario /department of industrial design
  • 11. 11/8 Ontology design patterns: A template I Question I Context I Solution I Example(s) I Discussion I Related /department of industrial design
  • 12. 12/8 Music player subscription measurements 10 8 6 4 2 0 50 100 150 200 250 300 /department of industrial design Iteration 0 Time (s)
  • 13. 13/8 Exploring semantic connections /department of industrial design