Abstract
Holonic multi-agent systems (HMS) provide a flexible architecture to achieve a goal based on dynamic organization and collaboration of autonomous agents. However, the structure of the holons in HMS presents a challenge in the design of an effective mechanism to dynamically organize agents and deliver the relevant information to the right agents at the right time to achieve a goal. How to provide a framework to realize effective human computer interaction in HMS is critical to the success and adoption of HMS. The objectives of this paper are to propose a viable design methodology to achieve effective human computer interaction in HMS based on context-aware computing technology and HMS architecture. Context-aware computing refers to an application’s ability to adapt to changing circumstances and respond based on the context of use. A system is context-aware if it uses context to provide relevant information and/or services to the user at the point of need. To achieve these objectives, we first propose Petri net models to describe the workflows in HMS. Next, we propose models to capture resource activities in HMS. Finally, the interactions between workflows and resources are combined to obtain a complete model for workflow management. Based on the model, we propose architecture to dynamically generate context-aware user interface to guide the users and control resource allocation based on the state of HMS.
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
Cheverst, K., et al.: Experiences of developing and deploying a context-aware tourist guide: The GUIDE project. In: 6th International Conference on Mobile Computing and Networking, Boston, pp. 20–31 (August 2000)
Patel, S.N., Abowd, G.D.: The ContextCam: Automated Point of Capture Video Annotation. In: Davies, N., Mynatt, E.D., Siio, I. (eds.) UbiComp 2004. LNCS, vol. 3205, pp. 301–318. Springer, Heidelberg (2004)
Shi, Y., et al.: The smart classroom: Merging technologies for seamless tele-education. IEEE Pervasive Computing 2(2), 47–55 (2003)
Chen, H., et al.: Intelligent agents meet semantic web in a smart meeting room. In: 3rd International Joint Conference on Autonomous Agents and Multiagent Systems, pp. 854–861 (July 2004)
Helal, S., et al.: Enabling location-aware pervasive computing applications for the elderly. In: 1st IEEE Conference on Pervasive Computing and Communications (March 2003)
Davis, F.D., Venkatesh, V.: Measuring user acceptance of emerging information technologies: An assessment of possible method biases. In: Proc. 28th Hawaii Int. Conf. System Sciences, pp. 729–736 (1995)
Schilit, B.N., Theimer, M.M.: Disseminating active map information to mobile hosts. IEEE Network 8(5), 22–32 (1994)
Murata, T.: Petri Nets: Properties, Analysis and Applications. Proceedings of the IEEE 77(4), 541–580 (1989)
Yu, S., Hsu, W., Pung, H.K.: KPN: a Petri net model for general knowledge representation and reasoning. In: 1998 IEEE International Conference on System, Man and Cybernetics, pp. 184–189 (1998)
Lianxiang, J., Huawang, L., Genqing, Y., Qingrong, Y.: An Improved Fault Petri Net for Knowledge Representation. In: Proceedings of the 2009 Computational Intelligence and Software Engineering, pp. 1–4 (2009)
Zhang, Z., Yang, Z., Liu, Q.: Modeling Knowledge Flow Using Petri Net. In: 2008 International Symposium on Knowledge Acquisition and Modeling, pp. 142–146 (2008)
Weber, M., Kindler, E.: The Petri Net Markup Language (2002), http://www2.informatik.hu-berlin.de/top/pnml/download/about/PNML_LNCS.pdf
Hsieh, F.-S.: Holarchy Formation and Optimization in Holonic Manufacturing Systems with Contract net. Automatica 44(4), 959–970 (2008)
Hsieh, F.-S., Chiang, C.Y.: Collaborative composition of processes in holonic manufacturing systems. Computer In Industry 62(1), 51–64 (2011)
Koestler, A.: The Ghost in the Machine. Hutchinson, London (1967)
Bricon-Souf, N., Newman, C.R.: Context awareness in health care: A review. International Journal of Medical Informatics 76(1), 2–12 (2007)
van der Aalst, W.M.P.: The application of Petri nets to workflow management. J. Circuit. Syst. Comput. 81, 21–66 (1998)
Hsieh, F.-S.: Model and Control Holonic Manufacturing Systems Based On Fusion Of Contract Nets and Petri Nets. Automatica (40), 51–57 (2004)
Hsieh, F.-S.: Analysis of contract net in multi-agent systems. Automatica 42(5), 733–740 (2006)
Hsieh, F.-S.: Collaborative reconfiguration mechanism for holonic manufacturing systems. Automatica 45(11), 2563–2569 (2009)
Hsieh, F.-S.: Dynamic composition of holonic processes to satisfy timing constraints with minimal costs. Engineering Applications of Artificial Intelligence 22(7), 1117–1126 (2009)
Hsieh, F.-S.: Developing cooperation mechanism for multi-agent systems with Petri nets. Engineering Applications of Artificial Intelligence 22(4-5), 616–627 (2009)
Hsieh, F.-S.: Design of Reconfiguration Mechanism for Holonic Manufacturing Systems based on Formal Models. Engineering Applications of Artificial Intelligence 23(7), 1187–1199 (2010)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Hsieh, FS. (2011). Collaborative Workflow Management in Holonic Multi-Agent Systems. In: O’Shea, J., Nguyen, N.T., Crockett, K., Howlett, R.J., Jain, L.C. (eds) Agent and Multi-Agent Systems: Technologies and Applications. KES-AMSTA 2011. Lecture Notes in Computer Science(), vol 6682. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-22000-5_40
Download citation
DOI: https://doi.org/10.1007/978-3-642-22000-5_40
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-21999-3
Online ISBN: 978-3-642-22000-5
eBook Packages: Computer ScienceComputer Science (R0)