Name
Title | ||
|---|---|---|
A Flexible Architecture for Cognitive Sensing of Activities in Ambient Assisted Living |
Abstract | ||
|---|---|---|
We discuss our experience with the design, implementation, deployment and evaluation of a Human Activity Detection application. This application relies on a software architecture for IoT-based monitoring in Ambient Assisted Living (AAL), based on a Semantic Message Oriented Middleware (SeMoM). Going beyond traditional sensor management systems, our architecture addresses the heterogeneity challenge in IoT healthcare systems and ensures semantic and technical interoperability. SeMoM is able to handle the data acquisition process for a variety of heterogeneous devices, and to provide a reasoning mechanism based on expert knowledge and logic through cognitive sensors. Sensor data and observations are annotated using an extended version of the Cognitive Semantic Sensor Network (CoSSN) ontology built on top of the Semantic Sensor Network (SSN) ontology. CoSSN provides a formal representation that supports a semantic detection of activities. |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1109/WETICE.2017.41 | 2017 IEEE 26th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE) |
Keywords | Field | DocType |
Cognitive Sensing,Activity Detection,Message Oriented Middleware,Sensors Ontology | Ontology (information science),Middleware,World Wide Web,Computer science,Interoperability,Semantic interoperability,Human–computer interaction,Software architecture,Wireless sensor network,Semantics,Semantic computing,Distributed computing | Conference |
ISBN | Citations | PageRank |
978-1-5386-1760-1 | 2 | 0.37 |
References | Authors | |
8 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Rita Zgheib | 1 | 2 | 0.37 |
| Antonio De Nicola | 2 | 232 | 27.46 |
| Maria Luisa Villani | 3 | 1079 | 50.41 |
| Emmanuel Conchon | 4 | 38 | 5.76 |
| Rémi Bastide | 5 | 579 | 51.35 |