On-the-fly generation of multidimensional data cubes for web of things

Mehdi, Muntazir; Sahay, Ratnesh; Derguech, Wassim; Curry, Edward

doi:10.1145/2513591.2513655

by Muntazir Mehdi, Ratnesh Sahay, Wassim Derguech, Edward Curry

Abstract:

The dynamicity of sensor data sources and publishing real-time sensor data over a generalised infrastructure like the Web pose a new set of integration challenges. Semantic Sensor Networks demand excessive expressivity for efficient formal analysis of sensor data. This article specifically addresses the problem of adapting data model specific or context-specific properties in automatic generation of multidimensional data cubes. The idea is to generate data cubes on-the-fly from syntactic sensor data to sustain decision making, event processing and to publish this data as Linked Open Data.

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Reference:

Muntazir Mehdi, Ratnesh Sahay, Wassim Derguech, Edward Curry, "On-the-fly generation of multidimensional data cubes for web of things", In Proceedings of the 17th International Database Engineering & Applications Symposium on - IDEAS '13, ACM Press, New York, New York, USA, pp. 28-37, 2013.

Bibtex Entry:

@inproceedings{Mehdi2013,
abstract = {The dynamicity of sensor data sources and publishing real-time sensor data over a generalised infrastructure like the Web pose a new set of integration challenges. Semantic Sensor Networks demand excessive expressivity for efficient formal analysis of sensor data. This article specifically addresses the problem of adapting data model specific or context-specific properties in automatic generation of multidimensional data cubes. The idea is to generate data cubes on-the-fly from syntactic sensor data to sustain decision making, event processing and to publish this data as Linked Open Data.},
address = {New York, New York, USA},
author = {Mehdi, Muntazir and Sahay, Ratnesh and Derguech, Wassim and Curry, Edward},
booktitle = {Proceedings of the 17th International Database Engineering & Applications Symposium on - IDEAS '13},
doi = {10.1145/2513591.2513655},
file = {:Users/ed/Library/Application Support/Mendeley Desktop/Downloaded/Mehdi et al. - 2013 - On-the-fly generation of multidimensional data cubes for web of things.pdf:pdf},
isbn = {9781450320252},
keywords = {Linked,Linked Open Data (LOD).,Multi-dimensional Data Cubes,Sensor Data,Web of Things (WoT)},
mendeley-tags = {Linked,Linked Open Data (LOD).,Multi-dimensional Data Cubes,Sensor Data,Web of Things (WoT)},
pages = {28--37},
publisher = {ACM Press},
title = {{On-the-fly generation of multidimensional data cubes for web of things}},
url = {http://www.edwardcurry.org/publications/MMehdi_ideas13.pdf},
year = {2013}
}