BehaviorScope Real-Time Remote Human Monitoring Using Sensor Networks
In this demonstration we present the Behavior Scope, a system for interpreting human activity patterns using a sensor network and its application to elder monitoring in assisted living. The Behavior Scope provides a runtime,user-programmable framework that processes streams of timestamped sensor dat...
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| Vydáno v: | Information Processing in Sensor Networks; Proceedings: International Conference on Information Processing in Sensor Networks, 2008: St. Louis, MO s. 533 - 534 |
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| Hlavní autoři: | , , , |
| Médium: | Konferenční příspěvek |
| Jazyk: | angličtina |
| Vydáno: |
Washington, DC, USA
IEEE Computer Society
22.04.2008
IEEE |
| Edice: | ACM Conferences |
| Témata: | |
| ISBN: | 9780769531571, 0769531571 |
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| Abstract | In this demonstration we present the Behavior Scope, a system for interpreting human activity patterns using a sensor network and its application to elder monitoring in assisted living. The Behavior Scope provides a runtime,user-programmable framework that processes streams of timestamped sensor data along with prior context informationto infer activities and generate appropriate notifications. Human activities are described in high-levelscripts that are directly mapped to a hierarchy of probabilistic grammars that parse low-level sensor measurements into high-level distinguishable activities. Activities of interestare pre-programmed into a specification that is used by the system to interpret the incoming sensor data stream. The system interprets the activities to generate summaries andother triggered notifications that are propagated to stakeholders via email and cell-phone text messages. |
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| AbstractList | In this demonstration we present the BehaviorScope, a system for interpreting human activity patterns using a sensor network and its application to elder monitoring in assisted living. The BehaviorScope provides a runtime, user-programmable framework that processes streams of timestamped sensor data along with prior context information to infer activities and generate appropriate notifications. Human activities are described in high-level scripts that are directly mapped to a hierarchy of probabilistic grammars that parse low-level sensor measurements into high-level distinguishable activities. Activities of interest are pre-programmed into a specification that is used by the system to interpret the incoming sensor data stream. The system interprets the activities to generate summaries and other triggered notifications that are propagated to stakeholders via email and cell-phone text messages. In this demonstration we present the Behavior Scope, a system for interpreting human activity patterns using a sensor network and its application to elder monitoring in assisted living. The Behavior Scope provides a runtime,user-programmable framework that processes streams of timestamped sensor data along with prior context informationto infer activities and generate appropriate notifications. Human activities are described in high-levelscripts that are directly mapped to a hierarchy of probabilistic grammars that parse low-level sensor measurements into high-level distinguishable activities. Activities of interestare pre-programmed into a specification that is used by the system to interpret the incoming sensor data stream. The system interprets the activities to generate summaries andother triggered notifications that are propagated to stakeholders via email and cell-phone text messages. |
| Author | Lymberopoulos, Dimitrios Teixeira, Thiago Savvides, Andreas Bamis, Athanasios |
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| PublicationTitle | Information Processing in Sensor Networks; Proceedings: International Conference on Information Processing in Sensor Networks, 2008: St. Louis, MO |
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| Snippet | In this demonstration we present the Behavior Scope, a system for interpreting human activity patterns using a sensor network and its application to elder... In this demonstration we present the BehaviorScope, a system for interpreting human activity patterns using a sensor network and its application to elder... |
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| SubjectTerms | Applied computing -- Law, social and behavioral sciences -- Sociology Computer systems organization -- Embedded and cyber-physical systems Computer systems organization -- Real-time systems Data mining Engines Hardware -- Communication hardware, interfaces and storage -- Signal processing systems Humans Information processing Real time systems Remote monitoring Runtime Sensor phenomena and characterization Sensor systems and applications Spatiotemporal phenomena Theory of computation -- Formal languages and automata theory -- Formalisms -- Rewrite systems Theory of computation -- Formal languages and automata theory -- Grammars and context-free languages |
| Subtitle | Real-Time Remote Human Monitoring Using Sensor Networks |
| Title | BehaviorScope |
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