Experience Management with Case-Based Assistant Systems

  • Mirjam Minor
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4106)


In this paper, we present a framework for Experience Management (EM) which is populated with case-based assistant systems for EM. The framework follows the building block model of Probst et al [28] which has been developed as a guidance for knowledge management activities. We taylor the building blocks for the special needs of EM and discuss for each building block the support and automation opportunities by case-based assistant systems based on sample systems from the literature. We take up a holistic point of view, i.e. we regard the psycho-social aspect in an own building block as well as the organizational aspect. The impacts of these efforts are investigated in a case study that has shown significantly increasing access ratios when following some psycho-social findings in the design and organization of a case-based EM system.


Knowledge Management Knowledge Source Discussion Forum Assistant System Experiential Knowledge 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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  1. 1.
    Aamodt, A., Plaza, E.: Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches. AI Communications 7(1), 39–59 (1994)Google Scholar
  2. 2.
    The agile manifest (2006) (last visited, February 2006), Internet:
  3. 3.
    Althoff, K.-D., Decker, B., Hartkopf, S., Jedlitschka, A., Nick, M., Rech, J.: Experience management: The fraunhofer iese experience factory. In: Perner, P. (ed.) Data Mining, Data Warehouse and Knowledge Management. Proc. Industrial Conference on Data Mining, Institut für Bildverarbeitung und angewandte Informatik IBai Report, Institute for Computer Vision and applied Computer Sciences, Leipzig, Germany, pp. 12–29 (2001)Google Scholar
  4. 4.
    Bergmann, R.: Experience Management. LNCS (LNAI), vol. 2432. Springer, Heidelberg (2002)MATHCrossRefGoogle Scholar
  5. 5.
    Bergmann, R., Bree, S., Fayol, E., Göker, M., Manago, M., Schmitt, S., Schumacher, J., Stahl, A., Wess, S., Wilke, W.: Collecting experience on the systematic development of cbr applications using the inreca methodology. In: Smyth, B., Cunningham, P. (eds.) EWCBR 1998. LNCS (LNAI), vol. 1488, pp. 460–470. Springer, Heidelberg (1998)CrossRefGoogle Scholar
  6. 6.
    Brüninghaus, S., Ashley, K.: The role of information extraction for textual cbr. In: Aha, D.W., Watson, I. (eds.) ICCBR 2001. LNCS (LNAI), vol. 2080, pp. 74–89. Springer, Heidelberg (2001)CrossRefGoogle Scholar
  7. 7.
    Delany, S.J., Cunningham, P.: An analysis of case-base editing in a spam filtering system. In: Funk, P., González Calero, P.A. (eds.) ECCBR 2004. LNCS (LNAI), vol. 3155, pp. 128–141. Springer, Heidelberg (2004)CrossRefGoogle Scholar
  8. 8.
    Fellbaum, C.: Wordnet: An Electronic Lexical Database. The MIT Press, Cambridge (1998)MATHGoogle Scholar
  9. 9.
    Ferrario, M.A., Smyth, B.: Collaborative maintenance - a distributed, interactive case-base maintenance strategy. In: Blanzieri, E., Portinale, L. (eds.) EWCBR 2000. LNCS (LNAI), vol. 1898, pp. 393–405. Springer, Heidelberg (2000)CrossRefGoogle Scholar
  10. 10.
    Göker, M.H., Roth-Berghofer, T., Bergmann, R., Pantleon, T., Traphöner, R., Wess, S., Wilke, W.: The development of homer: A case-based cad/cam help-desk support tool. In: Smyth, B., Cunningham, P. (eds.) EWCBR 1998. LNCS (LNAI), vol. 1488, pp. 346–357. Springer, Heidelberg (1998)CrossRefGoogle Scholar
  11. 11.
    Gupta, K.M., Aha, D.W.: Knowledge extraction for conversational case-based reasoning. In: Aha, D.W., Gupta, K.M., Pal, S.K. (eds.) Case-Based Reasoning in Knowledge Discovery and Data Mining. John Wiley & Sons (to appear, 2005)Google Scholar
  12. 12.
    Hanft, A., Minor, M.: A low-effort, collaborative maintenance model for textual cbr. In: Weber, R., Branting, K. (eds.) Workshop Proceedings of the 6th International Conference on Case-Based Reasoning, Chicago, Illinois, pp. 138–149. DePaul University (2005)Google Scholar
  13. 13.
    The ARPA-sponsored Knowledge Sharing Effort (2006) (last visited, February 2006), Internet:
  14. 14.
    Lenz, M., Hübner, A., Kunze, M.: Textual CBR. In: Lenz, M., Bartsch-Spörl, B., Burkhard, H.-D., Wess, S. (eds.) Case-Based Reasoning Technology. LNCS (LNAI), vol. 1400. Springer, Heidelberg (1998)CrossRefGoogle Scholar
  15. 15.
    Link everything online (2005) (last visited, September 2005), Internet:
  16. 16.
    Meyer, B., Scholl, W.: A Comparison of Paradigmatic Views in Knowledge Management: An Empirical Case Study on Shortcomings in KM. In: Ferstl, O.K., Sinz, E.J., Eckert, S., Isselhorst, T. (eds.) Wirtschaftsinformatik 2005: eEconomy, eGovernment, eSociety, 7. Internationale Tagung Wirtschaftsinformatik 2005, Bamberg, 23.2.2005 - 25.2.2005, pp. 1003–1022. Physica-Verlag (2005)Google Scholar
  17. 17.
    Minor, M.: Assistant agents with personal ontologies. In: van Diggelen, J., Dignum, V., van Elst, L., Abecker, A. (eds.) Agent Mediated Knowledge Management Workshop, pp. 41–51. Universiteit Utrecht, Utrecht (2005)Google Scholar
  18. 18.
    Minor, M.: Introduction strategy and feedback from an experience management project. In: Althoff, K.-D., Dengel, A., Bergmann, R., Nick, M., Roth-Berghofer, T.R. (eds.) WM 2005. LNCS (LNAI), vol. 3782, pp. 284–292. Springer, Heidelberg (2005)CrossRefGoogle Scholar
  19. 19.
    Minor, M., Biermann, C.: Case acquisition and semantic cross-linking for case-based experience management systems. In: Zhang, D., Khoshgoftaa, T.M., Shyu, M.-L. (eds.) Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration (IRI-2005), number 05EX1058, pp. 433–438. IEEE Systems, Man, and Cybernetics Society, Las Vegas (2005)CrossRefGoogle Scholar
  20. 20.
    Minor, M., Del Prado, J.C.: Multilingual textual case-based reasoning. In: Schnurr, H.-P., Staab, S., Studer, R., Stumme, G., Sure, Y. (eds.) Professionelles Wissensmanagement: Erfahrungen und Visionen, Aachen, pp. 281–282. Shaker-Verlag (2001)Google Scholar
  21. 21.
    Minor, M., Hanft, A.: The life cycle of test cases in a cbr system. In: Blanzieri, E., Portinale, L. (eds.) EWCBR 2000. LNCS (LNAI), vol. 1898, pp. 455–466. Springer, Heidelberg (2000)CrossRefGoogle Scholar
  22. 22.
    Minor, M., Schmidt, K.: Automatic transformation and enlargement of similarity models for case-based reasoning. In: Proceedings of the Modellierung 2006 (to appear, 2006)Google Scholar
  23. 23.
    Müller, F.: Integration von TFBS-Systemen und Ontologien. Diplomarbeit, Institut für Informatik, Humboldt-Universität zu Berlin, Berlin (2005)Google Scholar
  24. 24.
    Nick, M.: Experience Maintenance through Closed-Loop Feedback. PhD thesis, Technische Universität Kaiserslautern (2005)Google Scholar
  25. 25.
    Nick, M., Snoek, B., Willrich, T.: Supporting the it security of eservices with cbr-based experience management. In: Ashley, K.D., Bridge, D.G. (eds.) ICCBR 2003. LNCS, vol. 2689, pp. 362–376. Springer, Heidelberg (2003)CrossRefGoogle Scholar
  26. 26.
    Nonaka, I., Takeuchi, H.: The knowledge creating company. Oxford University Press, Oxford (1995)Google Scholar
  27. 27.
    Probst, G.: Ganzheitliches Wissensmanagement: Trends und kritische Reflexionen, Eingeladener Vortrag auf der WM 2003 (2003) [last visited November 2004], Internet:
  28. 28.
    Probst, G., Raub, S., Romhardt, K.: Wissen managen: Wie Unternehmen ihre wertvollste Ressource optimal nutzen. Gabler-Verlag, Wiesbaden (1999)Google Scholar
  29. 29.
    Richter, M.M.: Fallbasiertes Schließen. In: Görz, G., Rollinger, C.-R., Schneeberger, J. (eds.) Handbuch der Künstlichen Intelligenz, ch. 11, pp. 407–430. Oldenbourg-Verlag, München (2000)Google Scholar
  30. 30.
    Roth-Berghofer, T.: Knowledge Maintenance of Case-Based Reasoning Systems - The SIAM Methodology. PhD thesis, Universität Kaiserslautern, DISKI 262, infix-Verlag (2003)Google Scholar
  31. 31.
    Smyth, B., McKenna, E.: Modelling the competence of case-bases. In: Smyth, B., Cunningham, P. (eds.) EWCBR 1998. LNCS (LNAI), vol. 1488, pp. 208–220. Springer, Heidelberg (1998)CrossRefGoogle Scholar
  32. 32.
    Stahl, A.: Learning similarity measures: A formal view based on a generalized cbr model. In: Muñoz-Ávila, H., Ricci, F. (eds.) ICCBR 2005. LNCS (LNAI), vol. 3620, pp. 507–521. Springer, Heidelberg (2005)CrossRefGoogle Scholar
  33. 33.
    Sure, Y., Maedche, A., Staab, S.: Leveraging Corporate Skill Knowledge - From ProPer to OntoProPer. In: Reimer, U. (ed.) Proceedings of the Third International Conference on Practical Aspect s of Knowledge Management (PAKM 2000) CEUR Workshop Proceedings, Basel, Switzerland, vol. 34 (2000) CEUR-WS.orgGoogle Scholar
  34. 34.
    Weber, R., Aha, D.W., Becerra-Fernandez, I.: Categorizing intelligent lessons learned systems. In: Aha, D.W., Weber, R. (eds.) Intelligent Lessons Learned Systems: Papers from the AAAI 2000 Workshop, pp. 63–67. AAAI Press, Menlo Park (2000)Google Scholar
  35. 35.
    Wilson, D.C.: Case-Based Maintenance: the Husbandry of Experience. PhD thesis, Indiana University (2001)Google Scholar
  36. 36.
    Wolf, T., Decker, S., Abecker, A.: Unterstützung des Wissensmanagements durch Informations- und Kommunikationstechnologie. In: Scheer, A.-W., Nüttgens, M. (eds.) Electronic Business Engineering, 4. Internationale Tagung Wirtschaftsinformatik, pp. 745–766. Physica-Verlag, Heidelberg (1999)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2006

Authors and Affiliations

  • Mirjam Minor
    • 1
  1. 1.Department of Business Information Systems IIUniversity of TrierTrierGermany

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