Abstract
A Personal Assistant (PA) agent is a software agent capable of helping people to handle tasks in their workplace. The paper proposes a memory mechanism for personal assistant agents in order to enhance agent intelligence while working with the user or with other agents. Inspired by a case memory model in the domain of Case-Based Reasoning (CBR), this paper endows PA agents with a case memory mechanism, which results in improved PA agents: MemoPAs. We present the memory mechanism of MemoPA in detail, and report a first implementation of the method. Finally, future work is outlined for improving the memory mechanism.
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
Lieberman, H.: Autonomous Interface Agents. In: Pemberton, S. (ed.) Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 67–73. ACM Press, New York (1997)
Modi, P.J., Veloso, M., Smith, S.F., Oh, J.: CMRadar: A Personal Assistant Agent for Calendar Management. Agent-Oriented Information Systems. In: Bresciani, P., Giorgini, P., Henderson-Sellers, B. (eds.) Agent-Oriented Information Systems II. LNCS, vol. 2, pp. 169–181. Springer, Heidelberg (1973)
Maes, P.: Agents that Reduce Work and Information Overload. In: Communications of the ACM, vol. 37(7), pp. 30–40. ACM Press, New York (1994)
Maes, P., Kozierok, R.: Learning Interface Agents. In: Fikes, R., Lehnert, W. (eds.) Proceedings of the 11th National Conference on Artificial Intelligence, pp. 459–465. AAAI Press/MIT Press, Washington DC (1993)
Mitchell, T., Caruana, R., Freitag, D., McDermott, J., Zabowski, D.: Experience with a Learning Personal Assistant. In: Communications of the ACM, vol. 37(7), pp. 81–91. ACM Press, New York (1994)
Lashkari, Y., Metral, M., Maes, P.: Collaborative Interface Agents. In: Hayes-Roth, B., Korf, R. (eds.) Proceedings of the 12th National Conference on Artificial Intelligence, pp. 444–449. AAAI Press, Seattle, WA (1994)
Wobcke, W.R., Ho, V., Nguyen, A., Krzywicki, A.: A BDI Agent Architecture for Dialogue Modeling and Coordination in a Smart Personal Assistant. In: Skowron, A., Barthès, J.-P.A., Jain, L., Sun, R., Mahoudeaux, P.M., Liu, J., Zhong, N. (eds.) Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, pp. 323–329. IEEE press, Compiègne, France (2005)
Shen, W., Barthès, J.-P.A.: Description and Applications of an Object-Oriented Model PDM. Modeling Complex Data for Creating Information: Real and Virtual Objects, 15–24 (1995)
Barthès, J.-P.A., Ramos, M.: Agents Assistants Personnels dans les Systèmes Multi-Agents Mixtes - Réalisation sur la Plate-forme OMAS. In: Briffault, X., Guessoum, Z., Occello, M. (eds.) Technique et Science Informatiques, France, vol. 21(4), pp. 473–498.
Watson, I., Marir, F.: Case-Based Reasoning: A Review. In: McBurney, P., Parsons, S. (eds.) Knowledge Engineering Review, vol. 9(4), pp. 355–381. Cambridge University Press, Cambridge, UK (1994)
Minsky, M.: Form and Content in Computer Science. In: Journal of the ACM, vol. 17(2), pp. 197–215. ACM Press, New York (1970)
Kolodner, J.L.: Case-Based Reasoning. Morgan Kaufmann, Mateo, CA (1993)
Schank, R.C.: Dynamic Memory: A Theory of Reminding and Learning in Computers and People. Cambridge University Press, Cambridge (1982)
Riesbeck, C., Schank, R.: Inside Case-Based Reasoning. Lawrence Erlbaum, Hillsdale, NJ (1989)
Johnson, W.L.: Pedagogical Agent Research at CARTE. In: AI Magazine, pp. 85–94. AAAI Press, Menlo Park, CA (2001)
Lerman, K., Galstyan, A.: Agent Memory and Adaptation in Multi-Agent Systems. In: Proceedings of the 2nd International Joint Conference on Autonomous Agents and Multi-Agent Systems, pp. 797–803. ACM Press, New York (2003)
Koide, S., Yamauchi, S.: Interface Agent for Process Plant Operation towards the Next Generation Interface. In: Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, pp. 197–202. IEEE Press, Atlanta, GA (1999)
TERREGOV: Impact of E-Government on Territorial Government Service (2004)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Chen, KJ., Barthès, JP. (2007). MemoPA: Intelligent Personal Assistant Agents with a Case Memory Mechanism. In: Huang, DS., Heutte, L., Loog, M. (eds) Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence. ICIC 2007. Lecture Notes in Computer Science(), vol 4682. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74205-0_139
Download citation
DOI: https://doi.org/10.1007/978-3-540-74205-0_139
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-74201-2
Online ISBN: 978-3-540-74205-0
eBook Packages: Computer ScienceComputer Science (R0)