Abstract
This paper scopes the issues of Situation Management in dynamic systems, defines the basic concepts of Situation Management, and identifies several key enabling technologies. Particular focus of the paper is given to situation modeling. The paper reviews major aspects of situation modeling and discusses associated technologies, including Situation Calculus, Situation Semantics, Situation Control, Situation Awareness and others. In more detail we discuss an approach to situation management based on multi-agent systems, event correlation and case-based reasoning.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
M. R. Endsley, “Toward a theory of situation awareness in dynamic systems,” Human Factors, 37(1), 1995, pp. 32–64.
J. McCarthy and P. Hayes, “Some Philosophical Problems from the Standpoint of Artificial Intelligence.” In D. Michie, editor, Machine Intelligence 4, American Elsevier, New York, NY, 1969.
D. A. Pospelov, Situation-Driven Control: Theory and Practice. Moscow: Nauka, 1986.
G. Jakobson, N. Parameshwaran, J. Buford, L. Lewis, P. Ray, “Situation-Aware Multi-Agent System for Disaster Relief Operations Management,” in Proceedings of the 3rd Information Systems for Crisis Response and Management Conference ISCRAM 2006, Newark, NJ, USA, May 2006.
J. S. Albus and A. M. Meystel, “A Reference Model Architecture for Design and Implementation of Intelligent Control in Large and Complex Systems,” International Journal of Intelligent Control and Systems, Vol.1, No. 1, 1996, pp15–30
R. A. Brooks, “A Robust Layered Control System for a Mobile Robot.,” IEEE Journal of Robotics and Automation, RA-2(1), 1986, pp. 14–23.
M. K. Smith, C. Welty, and D. L. McGuinness (Editors), OWL Web Ontology Language Guide, W3C Recommendation, 2004.
J. Hendler and D. McGuiness, “The DARPA Agent Markup Language,” Intelligent Systems, 15, No. 6, 2000, pp. 67–73.
S. Cranefield, and M. Purvis, “UML as Ontology Modeling Language,” in Proceedings of the Workshop on Intelligent Information Integration, 16th International Joint Conference on AI (IJCAI-99), Germany, 1999.
S. Greenhill, S. Venkaresh, A. Pearce, T. C. Ly, Situation Description Language (SDL) Implementation, Defense Science and Technology Organization, Department of Defense, Australian Government, Report DSTO-GD-0342, 2002.
H. J. Levesque, R. Reiter, Y. Lespйrance, F. Lin, R. B. Scherl, “GOLOG: A Logic Programming Language for Dynamic Domains,” Journal of Programming, 31, 1997.
F. Pirri and R. Reiter, Some Ccontributions to the Situation Calculus. J. ACM, 46(3): 325–364, 1999.
J Barwise, “The Situation in Logic,” CSLI Lecture Notes, Number 17, Leland Stanford Junior University, 1989.
A. I. Ehrich, V. F. Khoroshevsky, D. A. Pospelov, G. S. Osipov, “Semiotic Modeling and Situation Control”, in Proceedings of the 1995 ISIC Workshop, 10th IEEE International Symposium on Intelligent Control, Monterey, California, USA, 1995.
A. N. Steinberg, C. L. Bowman, and F. E. White, “Revisions to the JDL data fusion model,” in Proceedings of the NATO IRIS Conference, Quebec, Canada, October 1998.
J. Salerno, M. Hinman, D. Boulware, “Building a framework for situation awareness”, in Proceedings of The 7th International Conference on Information Fusion, Stockholm, Sweden, 2004, pp. 219–226.
Hugo, J. (2005), “The Semiotics of Control Room Situation Awareness”, Fourth International Cyberspace Conference on Ergonomics, Virtual Conference, 2005.
C. J. Matheus, M. M. Kokar, and K. Baclawski, “A Core Ontology for Situation Awareness,” in proceedings of the 6th International Conference on Information Fusion, 2003, PP. 5454–552.
M. Wooldridge. An Introduction to Multi-Agent Systems. John Wiley and Sons, 2002.
M. Bratman, Intension, Plans, and Practical Reason. Harvard University Press, 1987.
A. Rao and M. Georgeff, “BDI Agents: From Theory to Practice.” in Proceedings of the First International Conference on Multiagent Systems (ICMAS’95), 1995.
M. d’Inverno, M. Luck, M. Georgeff, D. Kinny, and M. Wooldridge, “The dMARS Architecture: A Specification of the Distributed Multi-Agent Reasoning System,” Journal of Autonomous Agents and Multi-Agent Systems, 9(1–2), 2004, pp.5–53.
J. Buford, G. Jakobson, L. Lewis. “Multi-Agent Situation Management for Large-Scale Disaster Relief Operations Management,” Special Issue on “Emergency Management Systems”, International Journal of Intelligent Control and Systems, 2007 (forthcoming)
L. Lewis. Managing Computer Networks: A Case-Based Reasoning Approach. Artech House, 1995.
G. Jakobson and M. Weissman, Real-Time Telecommunication Network Management: Extending Event Correlation with Temporal Constraints. Integrated Network Management IV, IEEE Press, 1995.
G. Jakobson, M. Weissman, L. Brenner, C. Lafond and C. Matheus, “GRACE: Building Next Generation Event Correlation Services,” in Proceedings of the IEEE Network Operations and Management Symposium, April 2000.
G. Jakobson, L. Lewis, C. Matheus, M. Kokar, J. Buford. Overview of Situation Management at SIMA 2005. SIMA Workshop at MILCOM 2005.
G. Jakobson, J. Buford, and L. Lewis. “Towards an Architecture for Reasoning about Complex Event-Based Dynamic Situations,” International Workshop on Distributed Event-Based Systems DEBS’ 04, Edinburgh, UK.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Jakobson, G., Buford, J., Lewis, L. (2007). Situation Management: Basic Concepts and Approaches. In: Popovich, V.V., Schrenk, M., Korolenko, K.V. (eds) Information Fusion and Geographic Information Systems. Lecture Notes in Geoinformation and Cartography. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-37629-3_2
Download citation
DOI: https://doi.org/10.1007/978-3-540-37629-3_2
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-37628-6
Online ISBN: 978-3-540-37629-3
eBook Packages: Earth and Environmental ScienceEarth and Environmental Science (R0)