Ohio Center of Excellence on Knowledge-Enabled Computing (Kno.e.sis) 1 Active Perception over Machine and Citizen Sensing Cory Henson and Amit Sheth Kno.e.sis – Ohio Center of Excellence in Knowledge-enabled Computing Wright State University, Dayton, Ohio, USA
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Active Perception over Machine and Citizen Sensing
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Ohio Center of Excellence on Knowledge-Enabled Computing (Kno.e.sis)
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Active Perception over Machine and Citizen Sensing
Cory Henson and Amit Sheth
Kno.e.sis – Ohio Center of Excellence in Knowledge-enabled ComputingWright State University, Dayton, Ohio, USA
Ohio Center of Excellence on Knowledge-Enabled Computing (Kno.e.sis)
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A cross-country flight from New York to Los Angeles on a Boeing 737 plane generates a massive 240 terabytes of data
- GigaOmni Media
Ohio Center of Excellence on Knowledge-Enabled Computing (Kno.e.sis)
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In the next few years, sensors networks will produce10-20 times the amount of generated by social media - GigaOmni Media
Ohio Center of Excellence on Knowledge-Enabled Computing (Kno.e.sis)
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For example, both people and machines are capable of observing qualities, such as redness.
* Formally described in a sensor/observation ontology
Ohio Center of Excellence on Knowledge-Enabled Computing (Kno.e.sis)
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minimizeexplanations
degrade gracefully
tractable
Parsimonious Covering Theory (PCT)
Web OntologyLanguage (OWL)
Web reasoning
Ohio Center of Excellence on Knowledge-Enabled Computing (Kno.e.sis)
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OWL-DL
Conversion of PCT to OWL 2 (EL)
ParsimoniousCovering Theory(Abductive Logic)
* Cory Henson, Krishnaprasad Thirunarayan, Amit Sheth, Pascal Hitzler. Representation of Parsimonious Covering Theory in OWL-DL. In: Proceedings of the 8th International Workshop on OWL: Experiences and Directions (OWLED 2011), San Francisco, CA, United States, June 5-6, 2011.
*
Ohio Center of Excellence on Knowledge-Enabled Computing (Kno.e.sis)
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The ability to perceive efficiently is afforded through the cyclical exchange of information between observers and perceivers.