UC Santa Barbara
A formal model to infer geographic events from sensor observations
- Author(s): Devaraju, A
- Kuhn, W
- Renschler, CS
- et al.
Published Web Locationhttps://doi.org/10.1080/13658816.2014.933480
© 2014 Taylor & Francis. The Sensor Web provides wider access to sensors and their observations via the Web. A key challenge is to infer information about geographic events from these observations. A systematic approach to the representation of domain knowledge is vital when reasoning about events due to heterogeneous observational sources. This article delivers a formal model capturing the relations between observations and events. The model is exploited with a rule-based mechanism to infer information about events from in-situ observations. The article also describes how the model’s vocabularies are used to formulate spatiotemporal queries. A use case for reasoning about blizzard events based on real time series illustrates the formal model.