A common-sense based system for Geo-IoT

This paper presents an architecture for smart buildings based on common-sense reasoning using the IndoorGML standard. The main objective is the construction of a knowledge model that allows inferring information that is not explicitly defined in that model. The main challenges addressed are: 1) the...

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Bibliographic Details
Published in:Procedia computer science 2018, Vol.126, p.665-674
Main Authors: Cantarero, Ruben, Rubio, Ana, Trapero, Cristian, Santofimia, Maria J., Villanueva, Felix J., Villa, David, Lopez, Juan C.
Format: Article
Language:English
Subjects:
Common sense
Geo-IoT
Indoor spatial data models
IoT
Mapping
Modelling
Multi-Sensor Information System
OGC IndoorGML
Smart building
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Summary:This paper presents an architecture for smart buildings based on common-sense reasoning using the IndoorGML standard. The main objective is the construction of a knowledge model that allows inferring information that is not explicitly defined in that model. The main challenges addressed are: 1) the modeling of the concepts presented by the standard in the knowledge base used, known as Scone; 2) the automation of the introduction of knowledge in Scone with the proposed model; and 3) the implementation of a service-oriented architecture that makes possible to introduce knowledge in a transparent way. The semantic knowledge we present here, which shows more advanced and flexible capabilities, will make it possible in the future to carry out reasonings that not only depend on the structure of a building, but on many other aspects of the IoT such as sensors or actuators that are difficult to contemplate if a common sense approach is not followed.
ISSN:1877-0509
1877-0509
DOI:10.1016/j.procs.2018.07.301