Skip to main content
SpringerLink
Log in

Intelligent Guidance and Suggestions Using Case-Based Planning

  • Conference paper
Case-Based Reasoning Research and Development (ICCBR 2007)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4626))

Included in the following conference series:

Abstract

This paper presents a multiagent system that provides guidance on leisure facilities and suggestions for shopping in malls. This paper presents a deliberative agent which incorporates a case based planner that provides suggestions in execution time. This agent is described together with its guidance and suggestion mechanism. The multiagent system has been tested, and the results obtained are presented in this paper.

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

Access this chapter

Log in via an institution
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. Aamodt, A., Plaza, E.: Case-Based Reasoning: foundational Issues, Methodological Variations, and System Approaches. AICOM 7, 39–59 (1994)

    Google Scholar 

  2. Aha, D.W., Molineaux, M., Ponsen, M.: Learning to Win: Case-Based Plan Selection in a Real-Time Strategy Game. In: Muñoz-Ávila, H., Ricci, F. (eds.) ICCBR 2005. LNCS (LNAI), vol. 3620, pp. 5–20. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  3. Bajo, J., Corchado, J.M.: Evaluation and monitoring of the air-sea interaction using a CBR-Agents approach. In: Muñoz-Ávila, H., Ricci, F. (eds.) ICCBR 2005. LNCS (LNAI), vol. 3620, pp. 50–62. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  4. Bellifemine, F., Poggi, A., Rimasa, G.: Developing Multi-agent Systems with JADE. In: Castelfranchi, C., Lespérance, Y. (eds.) ATAL 2000. LNCS (LNAI), vol. 1986, pp. 89–103. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  5. Bellman, R.E.: Dynamic Programming. Princeton University Press, New Jersey (1957)

    Google Scholar 

  6. Bohnenberger, T., Jacobs, O., Jameson, A.: DTP meets user requirements: Enhancements and studies of an intelligent shopping guide. In: Gellersen, H.-W., Want, R., Schmidt, A. (eds.) PERVASIVE 2005. LNCS, vol. 3468, pp. 279–296. Springer, Heidelberg (2005)

    Google Scholar 

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

    Google Scholar 

  8. Burke, R.: Knowledge-based Recommender Systems. Encyclopedia of Library & Information Systems 69(32) (2000)

    Google Scholar 

  9. Camacho, D., Aler, R., Borrajo, D., Molina, J.M.: Multi-agent plan based information gathering. Applied Intelligence 25(1), 59–71 (2006)

    Article  MATH  Google Scholar 

  10. Corchado, J.M., Laza, R.: Constructing Deliberative Agents with Case-based Reasoning Technology. International Journal of Intelligent Systems 18, 1227–1241 (2003)

    Article  Google Scholar 

  11. Corchado, J.M., Pavón, J., Corchado, E., Castillo, L.F.: Development of CBR-BDI Agents: A Tourist Guide Application. In: Funk, P., González Calero, P.A. (eds.) ECCBR 2004. LNCS (LNAI), vol. 3155, pp. 547–559. Springer, Heidelberg (2004)

    Google Scholar 

  12. Cox, M.T., Muñoz-Avila, H., Bergmann, R.: Case-based planning. The Knowledge Engineering Review, vol. 00(0), pp. 1–4. Cambridge University Press, Cambridge (2005)

    Google Scholar 

  13. Cumby, C., Fano, A., Ghani, R., Krema, M.: Building intelligent shopping assistants using individual consumer models. In: Proc. IUI 2005 ACM, New York, pp. 323–325 (2005)

    Google Scholar 

  14. Eriksson, J., Finne, N.: MarketSpace: an open agent-based market infrastructure, Uppsala Master’s thesis in Computing Science 106, Examensarbete DV3 (1997)

    Google Scholar 

  15. Fano, A.E.: Shopper’s Eye: Using location-based Filtering for a shopping agent in the physical world. In: Proc. of the Second International Conference on Autonomous Agents, pp. 416–421 (1998)

    Google Scholar 

  16. Fonseca, S.P., Griss, M.L., Letsinger, R.: An Agent Mediated E-Commerce Environment for the Mobile Shopper, Hewlett-Packard Laboratories, Technical Report, HPL-2001-157 (2001)

    Google Scholar 

  17. Ga, M.: Agents in E-commerce. In: Communications of the ACM, vol. 42(3), pp. 79–80. ACM Press, New York (1999)

    Google Scholar 

  18. Giampapa, J.A., Sycara, K.: Conversational Case-Based Planning for Agent Team Coordination. In: Aha, D.W., Watson, I. (eds.) ICCBR 2001. LNCS (LNAI), vol. 2080, pp. 189–203. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  19. Giampapa, J.A., Sycara, K.: Team-Oriented Agent Coordination in the RETSINA Multi-Agent System. In: AAMAS 2002 Workshop on Teamwork and Coalition Formation. Robotics Institute, Carnegie Mellon University, Pittsburgh, PA (2002)

    Google Scholar 

  20. Glez-Bedia, M., Corchado, J.M., Corchado, E., Fyfe, C.: Analytical Model for Constructing Deliberative Agents. Engineering Intelligent Systems 3, 173–185 (2002)

    Google Scholar 

  21. Hammond, K.: Case-based planning: Viewing planning as a memory task. Academic Press, Boston, MA (1989)

    Google Scholar 

  22. Kim, J., LaRose, R.: Interactive e-commerce: Promoting consumer efficiency or impulsivity? Journal of Computer-Mediated Communication 10 (2004)

    Google Scholar 

  23. Kowalczyk, R., Ulieru, M., Unland, R.: Integrating Mobile and Intelligent Agents in Advanced e-Commerce: A Survey. In: Kowalczyk, R., Müller, J.P., Tianfield, H., Unland, R. (eds.) Agent Technologies, Infrastructures, Tools, and Applications for E-Services. LNCS (LNAI), vol. 2592, pp. 295–313. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  24. Maes, P., Guttman, R., Moukas, A.: Agents That Buy and Sell. Communications of the ACM 42(3), 81–91 (1999)

    Article  Google Scholar 

  25. Muñoz-Avila, H., Aha, D.W.: On the role of explanation for hierarchical case-based planning in real-time strategy games. In: Gervás, P., Gupta, K.M. (eds.) Proceedings of the ECCBR 2004 Workshops (2004) (Technical Report 142-04)

    Google Scholar 

  26. Pokahr, A., Braubach, L., Lamersdorf, W.: Jadex, Implementing a BDI-Infrastructure for JADE Agents. In: EXP - In Search of Innovation (Special Issue on JADE) September 2003, vol. 3(3), pp. 76–85. Telecom Italia Lab, Turin, Italy (2003)

    Google Scholar 

  27. Shung, H.H.: Helping Online Customers Decide through Web Personalization. IEEE Intelligent Systems 17(6), 34–43 (2002)

    Article  Google Scholar 

  28. Sokymat (2007), http://www.sokymat.com

  29. Veloso, M., Muñoz-Avila, H., Bergmann, R.: Case-Based Planning: Selected Methods and Systems. AI Commun. 9(3), 128–137 (1996)

    Google Scholar 

  30. Yoshino, T., Muta, T., Munemori, J.: NAMBA: location-aware collaboration system for shopping and meeting. IEEE Trans. on Consumer Electronics 48(3), 470–477 (2001)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Universidad Pontificia de Salamanca, Compañía 5, 37002, Salamanca, Spain

    Javier Bajo

  2. Departamento Informática y Automática, Universidad de Salamanca, Plaza de la Merced s/n, 37008, Salamanca, Spain

    Juan Manuel Corchado & Sara Rodríguez

Authors
  1. Javier Bajo
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Juan Manuel Corchado
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Sara Rodríguez
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Rosina O. Weber Michael M. Richter

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Bajo, J., Corchado, J.M., Rodríguez, S. (2007). Intelligent Guidance and Suggestions Using Case-Based Planning. In: Weber, R.O., Richter, M.M. (eds) Case-Based Reasoning Research and Development. ICCBR 2007. Lecture Notes in Computer Science(), vol 4626. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74141-1_27

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-74141-1_27

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-74138-1

  • Online ISBN: 978-3-540-74141-1

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation