THE COLLABORATIVE LEARNING AGENT (CLA) IN TRIDENT WARRIOR 08 EXERCISE

Charles Zhou, Ying Zhao, Chetan Kotak

2009

Abstract

The Collaborative Learning Agent (CLA) technology is designed to learn patterns from historical Maritime Domain Awareness (MDA) data then use the patterns for identification and validation of anomalies and to determine the reasons behind the anomalies. For example, when a ship is found to be speeding up or slowing down using a traditional sensor-based movement information system such as Automatic Information System (AIS) data, by adding the CLA, one might be able to link the ship or its current position to the contextual patterns in the news, such as an unusual amount of commercial activities; typical weather, terrain and environmental conditions in the region; or areas of interest associated with maritime incidents, casualties, or military exercises. These patterns can help cross-validate warnings and reduce false alarms that come from other sensor-based detections.

Paper Citation

in Harvard Style

Zhou C., Zhao Y. and Kotak C. (2009). THE COLLABORATIVE LEARNING AGENT (CLA) IN TRIDENT WARRIOR 08 EXERCISE . In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2009) ISBN 978-989-674-011-5, pages 323-328. DOI: 10.5220/0002332903230328

in Bibtex Style

@conference{kdir09,
author={Charles Zhou and Ying Zhao and Chetan Kotak},
title={THE COLLABORATIVE LEARNING AGENT (CLA) IN TRIDENT WARRIOR 08 EXERCISE},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2009)},
year={2009},
pages={323-328},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002332903230328},
isbn={978-989-674-011-5},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2009)
TI - THE COLLABORATIVE LEARNING AGENT (CLA) IN TRIDENT WARRIOR 08 EXERCISE
SN - 978-989-674-011-5
AU - Zhou C.
AU - Zhao Y.
AU - Kotak C.
PY - 2009
SP - 323
EP - 328
DO - 10.5220/0002332903230328