Abstract
In this paper, we make a first step towards a formal model of dialogue and argumentation for a multi-agent (model-based) diagnostic system. We shall discuss some of the issues in multi-agent cooperative fault diagnosis, the theories of communicating agents and their reasoning capabilities. We propose a Partial Information State (PIS)-based framework for dialogue and argumentation. We shall employ a three-valued based nonmonotonic logic for representing and reasoning about partial information. We show via an example that the system can easily be customized to handle distributed problem-solving tasks.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Amgoud, L., Maudet, N.: Strategical Considerations for Argumentative Agents. In: Proc. of 10th Int. Workshop on Non-Monotonic Reasoning, pp. 409–417 (2002)
Colombetti, M.: A Commitment-Based Approach to Agent Speech Acts and Conversations. In: 4th Int. Conf. On Autonomous Agent, pp. 21–29 (2000)
Finin, T., Labrou, Y., Mayfield, J.: KQML as an Agent Communication Language. In: Bradshaw, J.M. (ed.) Software Agent, pp. 291–315. AAAI Press, Menlo Park (1995)
FIPA-ACL. Communicative act library specification. Technical Report XC00037H, Foundation for Intelligent Physical Agents (2001)
Hamscher, W., Console, L., De Kleer, J.: Reading in Model-Based Diagnosis. Morgan Kaufmann Publishers, San Francisco (1992)
Kone, M.T., Shimazu, A., Nakajima, T.: The State of the Art in Agent Communication Languages. Knowledge and Information Systems, 259–284 (2000)
Larsson, S.S., Traum, D.: Information State and Dialogue Management in the TRINDI Dialogue Move Engine Toolkit. Natural Language Engineering 6, 323–340 (2000)
McBurney, P., Parsons, S.: A Denotational Semantics for Deliberation Dialogues. In: Rahwan, I., Moraïtis, P., Reed, C. (eds.) ArgMAS 2004. LNCS (LNAI), vol. 3366, pp. 162–175. Springer, Heidelberg (2005)
Moubaiddin, A., Obeid, N.: The Role of Dialogue in Remote Diagnostics. In: 20th Int. Conference on Condition Monitoring & Diagnostic Engineering Management (2007)
Moubaiddin, A., Obeid, N.: Partial Information Basis for Agent-Based Collaborative Dialogue. Applied Intelligence (accepted for publication, 2008)
Obeid, N.: Three Valued Logic and Nonmonotonic Reasoning. Computers and Artificial Intelligence 15(6), 509–530 (1996)
Obeid, N., Rao, R.: Diagnostic Temporal Reasoning in Model-Based Diagnosis (MBD) of Dynamic Systems. International Journal of COMADEM 7(1), 13–28 (2004)
Pellom, B., Ward, W., Hansen, J., Hacioglu, K., Zhang, J., Yu, X., Pradhan, S.: Dialog Systems for Travel and Navigation. In: Proc. Human Language Technology Conference (2001)
Schroeder, M., Wagner, G.: Distributed Diagnosis by Vivid Agents. In: Proc. of 1st international conference on Autonomous agents, pp. 268–275. ACM Press, New York (1997)
Seneff, S., Polifroni, J.: Dialogue Management in the Mercury Flight Reservation System. In: Proceedings of ANLP-NAACL Workshop on Satellite Dialogue, pp. 1–6 (2000)
Walton, D.N., Krabbe, E.C.W.: Commitment in Dialogue: Basic Concepts of Interpersonal Reasoning. State University of New York Press, New York (1995)
Wooldridge, M., Jennings, N.R.: Cooperative Problem Solving. In: Proc. Modelling Autnomous Agents in Multi-Agent World (1994)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2008 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Moubaiddin, A., Obeid, N. (2008). Dialogue and Argumentation in Multi-agent Diagnosis. In: Nguyen, N.T., Katarzyniak, R. (eds) New Challenges in Applied Intelligence Technologies. Studies in Computational Intelligence, vol 134. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-79355-7_2
Download citation
DOI: https://doi.org/10.1007/978-3-540-79355-7_2
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-79354-0
Online ISBN: 978-3-540-79355-7
eBook Packages: EngineeringEngineering (R0)