Detecting Temporally Related Arithmetical Patterns - An Extension of Complex Event Processing

Ronald de Haan, Mikhail Roshchin

Abstract

When modelling diagnostic knowledge on technical systems it is often important to be able to capture complex events with a temporal structure, based on arithmetical patterns in (preprocessed) sensor data. With the current methods, such a combination is not easily possible. To solve this problem, we devise an extension of complex event processing methods, by designing a declarative language to specify the generation of events with a complex temporal structure that are based on arithmetical patterns in numerical data. This extension furthermore makes complex event processing methods more easily accessible for users that have no experience with complex event processing.

References

  1. Allen, J. F. (1983). Maintaining Knowledge about Temporal Intervals. Commun. ACM, 26(11):832-843.
  2. Luckham, D. C. (2001). The Power of Events: An Introduction to Complex Event Processing in Distributed Enterprise Systems. Addison-Wesley Longman Publishing Co., Inc., Boston, MA, USA.
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Paper Citation


in Harvard Style

de Haan R. and Roshchin M. (2012). Detecting Temporally Related Arithmetical Patterns - An Extension of Complex Event Processing . In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2012) ISBN 978-989-8565-29-7, pages 329-332. DOI: 10.5220/0004135603290332


in Bibtex Style

@conference{kdir12,
author={Ronald de Haan and Mikhail Roshchin},
title={Detecting Temporally Related Arithmetical Patterns - An Extension of Complex Event Processing},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2012)},
year={2012},
pages={329-332},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004135603290332},
isbn={978-989-8565-29-7},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2012)
TI - Detecting Temporally Related Arithmetical Patterns - An Extension of Complex Event Processing
SN - 978-989-8565-29-7
AU - de Haan R.
AU - Roshchin M.
PY - 2012
SP - 329
EP - 332
DO - 10.5220/0004135603290332