TY  - CHAP
U1  - Konferenzveröffentlichung
A1  - Kümper, Daniel
A1  - Iggena, Thorben
A1  - Fischer, Marten
A1  - Tönjes, Ralf
A1  - Pulvermueller, Elke
T1  - Monitoring Data Stream Reliability in Smart City Environments
T2  - 2016 IEEE 3rd World Forum on Internet of Things (WF-IoT), Reston
N2  - Reliable information processing is an indispensable task in Smart City environments. Heterogeneous sensor infrastructures of individual information providers and data portal vendors tend to offer a hardly revisable information quality. This paper proposes a correlation model-based monitoring approach to evaluate the plausibility of smart city data sources. The model is based on spatial, temporal, and domain dependent correlations between individual data sources. A set of freely available datasets is used to evaluate the monitoring component and show the challenges of different spatial and temporal resolutions.
KW  - smart city; monitoring; plausibility; traffic data; time series; spatio-temporal; reasoning
Y1  - 2016
U6  - https://nbn-resolving.org/urn:nbn:de:bsz:959-opus-7807
UN  - https://nbn-resolving.org/urn:nbn:de:bsz:959-opus-7807
UR  - https://ieeexplore.ieee.org/document/7845441/
SN  - 978-1-5090-4130-5
SB  - 978-1-5090-4130-5
VL  - 2016
SP  - 571
EP  - 576
S1  - 6
PB  - IEEE
ER  -