Skip to main content

An Adherence Support Framework for Service Delivery in Customer Life Cycle Management

  • Conference paper
Coordination, Organizations, Institutions, and Norms in Agent Systems VI (COIN 2010)

Abstract

In customer life cycle management, service providers are expected to deliver services to meet customer objectives in a manner governed by some contract or agreement. When human agents are involved as contract parties (either as customers or service providers), service delivery failures may occur as a result of changes, inconsistencies, or “deficits” in the mental attitudes of these agents (in addition to other possible changes in the service delivery environment). It may be possible to avoid such failures by monitoring the behavior of the contract parties and intervening to ensure adherence to the contractual obligations. The aim of this paper is twofold: (1) to develop a conceptual framework to model how deficits in mental attitudes can affect service delivery; and (2) to propose an adherence support architecture to reduce service delivery failures arising from such deficits. The conceptual framework is based on Bratman’s notion of “future-directed intentions” and Castelfranchi’s belief-based goal dynamics. The adherence support architecture introduces the notions of precursor events, mental-state recognition processes, and intervention processes and utilizes the Belief-Desire-Intention (BDI) architecture. A multi-agent implementation is carried out for chronic disease management in health care as a proof-of-concept for a complex customer care management system.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Wickramasinghe, K., Guttmann, C., Georgeff, M., Gharib, H., Thomas, I., Thompson, S., Schmidt, H.: Agent-based intelligent collaborative care management. In: Proceedings of AAMAS, vol. 2, pp. 1387–1388. IFAAMS (2009)

    Google Scholar 

  2. Guttmann, C., Thomas, I., Georgeff, M., Wickramasinghe, K., Gharib, H., Thompson, S., Schmidt, H.: Towards an intelligent agent framework to manage and coordinate collaborative care. In: Proceedings of the First Workshop on Collaborative Agents – REsearch and Development (CARE 2009). LNCS. Springer, Heidelberg (2009) (to appear in 2010)

    Google Scholar 

  3. Rao, A.S., Georgeff, M.P.: Modeling rational agents within a BDI-architecture. In: Allen, J., Fikes, R., Sandewall, E. (eds.) Principles of Knowledge Representation and Reasoning (KR), pp. 473–484. Morgan Kaufmann publishers Inc., San Mateo (1991)

    Google Scholar 

  4. Rao, A.: Agentspeak(L): BDI agents speak out in a logical computable language. In: Perram, J., Van de Velde, W. (eds.) MAAMAW 1996. LNCS (LNAI), vol. 1038, pp. 42–55. Springer, Heidelberg (1996)

    Chapter  Google Scholar 

  5. Bratman, M.E.: Intentions, Plans, and Practical Reason. Harvard University Press, Cambridge (1987)

    Google Scholar 

  6. Castelfranchi, C., Paglieri, F.: The role of beliefs in goal dynamics: Prolegomena to a constructive theory of intentions. Synthese 155(2), 237–263 (2007)

    Article  MathSciNet  Google Scholar 

  7. Bu, D., Pan, E., Johnston, D., Walkler, J., Adler-Milstein, J., Kendrick, D., Hook, J.A.M., Cusack, C.M., Bates, D.W., Middleton, B.: The value of information technology-enabled diabetes management. In: Healthcare Information and Management System Society (HIMSS) (2007)

    Google Scholar 

  8. Chronic disease management (2007) (accessed: November 12, 2007)

    Google Scholar 

  9. Anderson, G.F., Wilson, K.B.: Chronic disease in california: Facts and figures (2006)

    Google Scholar 

  10. Georgeff, M.: E-health and the Transformation of Healthcare (2007)

    Google Scholar 

  11. Diabetes management in general practice. guidelines for type 2 diabetes (2009)

    Google Scholar 

  12. Rao, A.: Means-end plan recognition-towards a theory of reactive recognition. In: Proceedings of the Fourth International Conference on Principles of Knowledge Representation and Reasoning, pp. 497–508 (1994)

    Google Scholar 

  13. Rao, A.S.: Integrated agent architecture: Execution and recognition of mental-states. In: Zhang, C., Lukose, D. (eds.) DAI 1995. LNCS, vol. 1087, pp. 159–173. Springer, Heidelberg (1996)

    Chapter  Google Scholar 

  14. Rao, A.S., Murray, G.: Multi-agent mental-state recognition and its application to aircombat modelling. In: Proc. Work. Distributed AI (1994)

    Google Scholar 

  15. Jennings, N.R.: Controlling cooperative problem solving in industrial multi-agent systems using joint intentions. Artificial Intelligence 75(2), 195–240 (1995)

    Article  Google Scholar 

  16. Tambe, M.: Towards flexible teamwork. Arxiv preprint cs/9709101 (1997)

    Google Scholar 

  17. Faci, N., Modgil, S., Oren, N., Meneguzzi, F., Miles, S., Luck, M.: Towards a monitoring framework for agent-based contract systems. In: Klusch, M., Pěchouček, M., Polleres, A. (eds.) CIA 2008. LNCS (LNAI), vol. 5180, pp. 292–305. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  18. Horling, B., Benyo, B., Lesser, V.: Using self-diagnosis to adapt organizational structures. In: Proceedings of the Fifth International Conference on Autonomous Agents, p. 536. ACM, New York (2001)

    Google Scholar 

  19. Mazouzi, H., Seghrouchni, A.E.F., Haddad, S.: Open protocol design for complex interactions in multi-agent systems. In: Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems: Part 2, pp. 517–526. ACM, New York (2002)

    Chapter  Google Scholar 

  20. Kaminka, G.A., Pynadath, D.V., Tambe, M.: Monitoring teams by overhearing: A multiagent plan-recognition approach. Journal of Artificial Intelligence Research 17(1), 83–135 (2002)

    MATH  Google Scholar 

  21. Bordini, R., Huebner, J., Wooldridge, M.: Programming Multi-Agent Systems in AgentSpeak using Jason. Wiley, New York (2006)

    Book  MATH  Google Scholar 

  22. Pope, J.E., Hudson, L.R., Orr, P.M.: Case study of American Healthways’ diabetes disease management program. Health Care Financing Review 27(1), 47 (2005)

    Google Scholar 

  23. Prochaska, J.O., DiClemente, C.C.: Toward a comprehensive model of change. In: Treating Addictive Behaviors: Processes of Change, pp. 3–27 (1986)

    Google Scholar 

  24. Oren, N., Miles, S., Luck, M., Modgil, S., Faci, N., Alvarez, S., Vazquez, J., Kollingbaum, M.: Contract based electronic business systems theoretical framework. Technical Report D2.2, King’s College London (2008)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Wickramasinghe, L.K., Guttmann, C., Georgeff, M., Thomas, I., Schmidt, H. (2011). An Adherence Support Framework for Service Delivery in Customer Life Cycle Management. In: De Vos, M., Fornara, N., Pitt, J.V., Vouros, G. (eds) Coordination, Organizations, Institutions, and Norms in Agent Systems VI. COIN 2010. Lecture Notes in Computer Science(), vol 6541. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21268-0_12

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-21268-0_12

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-21267-3

  • Online ISBN: 978-3-642-21268-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics