A-Posteriori Detection of Sensor Infrastructure Errors in Correlated Sensor Data and Business Workflows


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Wombacher, Andreas (2011) A-Posteriori Detection of Sensor Infrastructure Errors in Correlated Sensor Data and Business Workflows. In: 9th International Conference on Business Process Management, BPM 2011, August 30 - September 2, 2011, Clermont-Ferrand, France (pp. pp. 329-344).

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Abstract:Some physical objects are influenced by business workflows and are observed by sensors. Since both sensor infrastructures and business workflows must deal with imprecise information, the correlation of sensor data and business workflow data related to physical objects might be used a-posteriori to determine the source of the imprecision. In this paper, an information theory based approach is presented to distinguish sensor infrastructure errors from inhomogeneous business workflows. This approach can be applied on detecting imprecisions in the sensor infrastructure, like e.g. sensor errors or changes of the sensor infrastructure deployment.
Item Type:Conference or Workshop Item
Copyright:© 2011 Springer
Faculty:
Electrical Engineering, Mathematics and Computer Science (EEMCS)
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Link to this item:http://purl.utwente.nl/publications/78044
Official URL:http://dx.doi.org/10.1007/978-3-642-23059-2_25
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