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Developing Case-Based Reasoning Applications Using myCBR 3

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Case-Based Reasoning Research and Development (ICCBR 2012)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 7466))

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Abstract

This paper presents the Open Source tool myCBR which has been re-implemented as standalone application with a designated application programming interface that can be used as plug-in for various applications. We will introduce how knowledge according to Richter’s knowledge containers can be modeled and how myCBR has been successfully applied within various applications. Especially we introduce novel features of myCBR that support knowledge engineers developing more comprehensive applications making use of existing knowledge such as Linked Data or User Generated Content. The applications presented in this paper present the high variety how CBR can be applied for web-based and mobile technologies as well as configuration, diagnostic or decision support tasks.

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References

  1. Aamodt, A., Plaza, E.: Case-based reasoning: Foundational issues, methodological variations, and system approaches. AI Communications 1(7) (March 1994)

    Google Scholar 

  2. Adrian, B., Hees, J., van Elst, L., Dengel, A.: iDocument: Using Ontologies for Extracting and Annotating Information from Unstructured Text. In: Mertsching, B., Hund, M., Aziz, Z. (eds.) KI 2009. LNCS (LNAI), vol. 5803, pp. 249–256. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  3. Althoff, K.-D., Bach, K., Deutsch, J.-O., Hanft, A., Mänz, J., Müller, T., Newo, R., Reichle, M., Schaaf, M., Weis, K.-H.: Collaborative multi-expert-systems – realizing knowlegde-product-lines with case factories and distributed learning systems. In: Baumeister, J., Seipel, D. (eds.) Workshop Proceedings on the 3rd Workshop on Knowledge Engineering and Software Engineering (KESE 2007) (September 2007)

    Google Scholar 

  4. Bach, K., Althoff, K.-D., Newo, R., Stahl, A.: A Case-Based Reasoning Approach for Providing Machine Diagnosis from Service Reports. In: Ram, A., Wiratunga, N. (eds.) ICCBR 2011. LNCS, vol. 6880, pp. 363–377. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  5. Bach, K., Sauer, C.S.: mycbr student demonstrators at the computer cooking contest. In: Agudo, B.D., Cordier, A. (eds.) ICCBR 2011 Workshop Proceedings: Computer Cooking Contest Workshop (2011)

    Google Scholar 

  6. Bach, K., Sauer, C.S., Althoff, K.-D.: Deriving case base vocabulary from web community data. In: Marling, C. (ed.) ICCBR 2010 Workshop. Proc.: Workshop on Reasoning From Experiences on the Web, pp. 111–120 (2010)

    Google Scholar 

  7. Bali, M.: Drools JBoss Rules 5.0 Developer’s Guide. Packt Publishing (2009)

    Google Scholar 

  8. Bellifemine, F., Caire, G., Greenwood, D.: Developing multi-agent systems with JADE. Wiley Series in Agent Technology (2007)

    Google Scholar 

  9. Bontcheva, K., Tablan, V., Maynard, D., Cunningham, H.: Evolving gate to meet new challenges in language engineering. Natural Language Engineering 10(3-4), 349–373 (2004)

    Article  Google Scholar 

  10. Cunningham, H.: Information extraction, automatic. Encyclopedia of Language and Linguistics, 665–677 (2005)

    Google Scholar 

  11. Cunningham, H., Maynard, D., Bontcheva, K., Tablan, V.: GATE: A Framework and Graphical Development Environment for Robust NLP Tools and Applications. In: Proceedings of the 40th Anniversary Meeting of the Association for Computational Linguistics (ACL 2002) (2002)

    Google Scholar 

  12. Endres-Niggemeyer, B., Jauris-Heipke, S., Pinsky, M., Ulbrich, U.: Wissen gewinnen durch Wissen: Ontologiebasierte Informationsextraktion. Information Wissenschaft und Praxis 57(6/7), 301 (2006)

    Google Scholar 

  13. Hanft, A., Ihle, N., Bach, K., Newo, R.: CookIIS – competing in the first computer cooking contest. Künstliche Intelligenz 23(1), 30–33 (2009)

    Google Scholar 

  14. Hanft, A., Schäfer, O., Althoff, K.-D.: Integration of drools into an osgi-based bpm-platform for cbr. In: Díaz-Agudo, B., Cordier, A. (eds.) ICCBR 2011 Workshop Proceedings: Process-Oriented CBR (2011)

    Google Scholar 

  15. van der Linden, F., Schmid, K., Rommes, E.: Software Product Lines in Action - The Best Industrial Practice in Product Line Engineering. Springer, Heidelberg (2007)

    Google Scholar 

  16. López, B., Pous, C., Gay, P., Pla, A., Sanz, J., Brunet, J.: exit*cbr: A framework for case-based medical diagnosis development and experimentation. Artif. Intell. Med. 51(2), 81–91 (2011)

    Article  Google Scholar 

  17. Marter, S.: Case based coordination agents - knowledge modularization and knowledge composition (Fallbasierte Koordinationsagenten – Wissensmodularisierung und Wissenskomposition für dezentrale, heterogene Fallbasen). Master’s thesis, Institute of Computer Science, University of Hildesheim (2011)

    Google Scholar 

  18. Newo, R., Bach, K., Hanft, A., Althoff, K.-D.: On-demand recipe processing based on cbr. In: Marling, C. (ed.) ICCBR 2010 Workshop Proceedings: Computer Cooking Contest Workshop, Karlsruhe, Germany, pp. 209–218 (July 2010)

    Google Scholar 

  19. Recio-García, J.A., Díaz-Agudo, B., González-Calero, P.A.: A distributed cbr framework through semantic web services. In: Bramer, M., Coenen, F., Allen, T. (eds.) Research and Development in Intelligent Systems XXII (Proc. of AI 2005). pp. 88–101. Springer (December 2005)

    Google Scholar 

  20. Recio-García, J.A., Díaz-Agudo, B., González-Calero, P.A.: Template based design in colibri studio. In: Proceedings of the Process-oriented Case-Based Reasning Workshop at ICCBR 2011, pp. 101–110 (2011)

    Google Scholar 

  21. Reichle, M., Bach, K., Althoff, K.-D.: The SEASALT Architecture and Its Realization within the docQuery Project. In: Mertsching, B., Hund, M., Aziz, Z. (eds.) KI 2009. LNCS (LNAI), vol. 5803, pp. 556–563. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  22. Richter, M.M.: 1. Introduction. In: Lenz, M., Bartsch-Spörl, B., Burkhard, H.-D., Wess, S. (eds.) Case-Based Reasoning Technology. LNCS (LNAI), vol. 1400, pp. 1–15. Springer, Heidelberg (1998)

    Chapter  Google Scholar 

  23. Bergmann, R.: 2. Experience management. In: Bergmann, R. (ed.) Experience Management. LNCS (LNAI), vol. 2432, pp. 25–44. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  24. Roth-Berghofer, T.R.: Explanations and Case-Based Reasoning: Foundational Issues. In: Funk, P., González Calero, P.A. (eds.) ECCBR 2004. LNCS (LNAI), vol. 3155, pp. 389–403. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  25. Stahl, A., Roth-Berghofer, T.R.: Rapid Prototyping of CBR Applications with the Open Source Tool myCBR. In: Althoff, K.-D., Bergmann, R., Minor, M., Hanft, A. (eds.) ECCBR 2008. LNCS (LNAI), vol. 5239, pp. 615–629. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

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Author information

Authors and Affiliations

  1. Competence Center Case-Based Reasoning, German Research Center for Artificial Intelligence (DFKI) GmbH, Trippstadter Strasse 122, 67663, Kaiserslautern, Germany

    Kerstin Bach & Klaus-Dieter Althoff

  2. Institute of Computer Science - Intelligent Information Systems Lab, University of Hildesheim, Marienburger Platz 22, 31141, Hildesheim, Germany

    Kerstin Bach & Klaus-Dieter Althoff

Authors
  1. Kerstin Bach
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  2. Klaus-Dieter Althoff
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Editor information

Editors and Affiliations

  1. Universidad Complutense de Madrid, 28040, Madrid, Spain

    Belén Díaz Agudo

  2. Department of Computer Science, University of Auckland, 1142, Auckland, New Zealand

    Ian Watson

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Bach, K., Althoff, KD. (2012). Developing Case-Based Reasoning Applications Using myCBR 3. In: Agudo, B.D., Watson, I. (eds) Case-Based Reasoning Research and Development. ICCBR 2012. Lecture Notes in Computer Science(), vol 7466. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-32986-9_4

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  • DOI: https://doi.org/10.1007/978-3-642-32986-9_4

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-32985-2

  • Online ISBN: 978-3-642-32986-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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