1 / 35

W3C Semantic Sensor Networks Ontologies, Applications, and Future Directions

IERC AC4 Semantic Interoperability Workshop 19-20 June 2012, Venice , Italy co - located with IoTWeek 2012 http ://www.probe-it.eu/?page_id= 642. W3C Semantic Sensor Networks Ontologies, Applications, and Future Directions. Cory Henson

jeslyn
Download Presentation

W3C Semantic Sensor Networks Ontologies, Applications, and Future Directions

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. IERC AC4 Semantic Interoperability Workshop 19-20 June 2012, Venice, Italy co-locatedwithIoTWeek 2012 http://www.probe-it.eu/?page_id=642 W3C Semantic Sensor Networks Ontologies, Applications, and Future Directions Cory Henson Ohio Center of Excellence in Knowledge-enabled Computing (Kno.e.sis ) Wright State University, Dayton, Ohio, USA

  2. Once upon a time, there was the Web

  3. … and then it grew (ca. 2012)

  4. Who or what is the culprit? User generated content, new types of media, etc.

  5. A cross-country flight from New York to Los Angeles on a Boeing 737 plane generates a massive 240 terabytes of data - GigaOmni Media What happens when all THINGS go online? (sensors, devices, and appliances begin to publish data)

  6. How are machines supposed to make sense of this noisy, ambiguous, heterogeneous, deluge of data? OWL RDF

  7. Semantic Web (according to Farside) Concrete Facts Resource Description Framework General Knowledge Web Ontology Language lives in has pet Person Animal is a has pet is a “Now! – That should clear up a few things around here!”

  8. ~ 50 Billion Statements

  9. SW is now moving from academia into industry

  10. Apple Siri Watson In the last few years, we have seen many successes … Knowledge Graph

  11. Now, what about the Sensor Web?

  12. Sensor systems are too often stovepiped

  13. We want to set this data free • With freedom comes responsibility • discovery, access, and search • integration and interpretation

  14. Introducing the Sensor Web Enablement (SWE)

  15. Introducing the Sensor Web Enablement (SWE)

  16. We want to set this data free • With freedom comes responsibility • discovery, access, and search • integration and interpretation

  17. So, again … How are machines supposed to make senseof this noisy, ambiguous, heterogeneous, deluge of data? Semantic Sensor Networks (SSN) RDF OWL

  18. SSN Ontology (i.e., General Sensor Knowledge)

  19. SSN Ontology (i.e., General Sensor Knowledge)

  20. SSN Ontology (i.e., General Sensor Knowledge)

  21. Semantic Annotation of SWE (backwards compatible)

  22. Adoption of SSN

  23. SSN Use Cases

  24. Linked Sensor Data (~2 Billion Statements)

  25. Sensor Discovery Application Query w/ location name to find nearby sensors

  26. Interpretation (or abstraction/explanation) of sensor data

  27. Applications of SSN Weather Rescue Healthcare

  28. 50% savings in sensing resource requirements during the detection of a blizzard order of magnitude resource savings between storing observations vs. relevant abstractions

  29. Weather Application SECURE: Semantics-empowered Rescue Environment (detect different types of fires)

  30. Mobile app to help reduce re-admission of patients with Chronic Heart Failure

  31. Passive Monitoring Phase Observed Symptoms Possible Explanations • Panic Disorder • Hypoglycemia • Hyperthyroidism • Heart Attack • Septic Shock • Abnormal heart rate • Clammy skin Electronic Medical Record Health Alert • Patient has history of Heart Disease • Check phone for instructions

  32. Active Monitoring Phase Are you feeling lightheaded? yes Observed Symptoms Are you have trouble taking deep breaths? Possible Explanations • Panic Disorder • Hypoglycemia • Hyperthyroidism • Heart Attack • Septic Shock • Abnormal heart rate • Clammy skin • Lightheaded • Trouble breathing • Low blood pressure yes Do you have low blood pressure? yes Have you taken your Methimazole medication? no Electronic Medical Record Health Alert Take medication: Methimazole See doctor: how about Tues. @ 11am? • Patient has history of Hyperthyroidism • Patient has prescription for Methimazole

  33. IERC AC4 Semantic Interoperability Workshop 19-20 June 2012, Venice, Italy co-locatedwithIoTWeek 2012 http://www.probe-it.eu/?page_id=642 In the next century, planet earth will don an electronic skin. It will use the Internet as a scaffold to support and transmit its sensations. This skin is already being stitched together. It consists of millions of embedded electronic measuring devices. Neil Gross, The Earth Will Don an Electronic Skin, BusinessWeek, Aug. 1999 Thanks. W3C Semantic Sensor Networks Ontologies, Applications, and Future Directions Cory Henson Ohio Center of Excellence in Knowledge-enabled Computing (Kno.e.sis ) Wright State University, Dayton, Ohio, USA

More Related