Abstract
INduction and REasoning from CAses was the title of two large European CBR projects funded by the European Commission from 1992 – 1999. In total, the two projects (abbreviated INRECA and INRECA-II) have obtained an overall funding of 3 MEuro, which enabled the 5 project partners to perform 55 person years of research and development work. The projects made several significant contributions to CBR research and helped shaping the European CBR community. The projects initiated the rise of three SMEs that base their main business on CBR application development, employing together more than 100 people in 2001. This paper gives an overview of the main research results obtained in both projects and provides links to the most important publications of the consortium.
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References
Althoff, K.-D., Wess, S., Bergmann, R., Maurer, F., Manago, M., Auriol, E., Conruyt, N., Traphöner, R., Bräuer, M. & Dittrich, S. (1994). Induction and Case-Based Reasoning for Classification Tasks. In: Bock, Lenski & Richter (Eds.) Information Systems and Data Analysis, Prospects-Foundations-Applications, Annual Conference of GfKl, Springer.
Althoff, K.-D., Wess, S. & Traphöner, R. (1995a). Inreca-A Seamless Integration of Induction and Case-Based Reasoning for Decision Support Tasks. In: Morik & Herrmann (Eds.), Proc. 8th German Workshop on Machine Learning, University of Dortmund.
Althoff, K-D, Auriol, E, Barletta, R., & Manago, M (1995b). A Review of Industrial Case-Based Reasoning Tools. AI Intelligence, Oxford, UK.
Althoff, K.-D. (1996). The INRECA Case Study. Habilitation Thesis. University of Kaiserslautern.
Althoff, K.-D. & Wilke, W. (1997). Potential use of case-based reasoning in experience-based construction of CBR systems. In: Bergmann, R. & Wilke, W. (Eds.) Proceedings of the 5th German Workshop on Case-Based Reasoning (GWCBR’97), LSA-97-01E, Centre for Learning Systems and Applications (LSA), University of Kaiserslautern, 31–38.
Auriol, E., Manago, M., Althoff, K.-D., Wess, S. & Dittrich, S. (1994). Integrating Induction and Case-Based Reasoning: Methodological Approach and First Evaluations. In: Keane, Haton & Manago (Eds.) Advances in Case-Based Reasoning, Second European Workshop (EWCBR-94), Springer, 145–156.
Auriol, E., Wess, S., Manago, M., Althoff, K.-D., & Traphoner, R. (1995). INRECA: A seamlessly integrated system based on inductive inference and case-based reasoning. In Aamodt, A. & Veloso, M. (Eds.) Proceedings of the First International Conference on Case-Based Reasoning, ICCBR95, Springer, 371–380.
Auriol, E., Crowder, R.M., MacKendrick, R., Rowe R. & Knudsen, T. (1999). Documentation: An Application for the Diagnosis of a Welding Robot at Odense Steel Shipyard. Engineering Applications of Artificial Intelligence, 12 (6), Elsevier.
Bartsch-Spörl, B. (1996). Towards a methodology for how to make CBR systems work in practice. In: H.-D. Burkhard & M. Lenz (Eds.), Proceedings of the 4th German Workshop on Case-Based Reasoning, Humboldt University Berlin, 2–9.
Bartsch-Spörl, B. (1997). How to Introduce CBR Applications in Customer Support. In Bergmann & Wilke (Eds.). Proceedings of the 5d German CBR Workshop, Report LSA-97-0E, University of Kaiserslautern.
Bartsch-Spörl, B., Althoff, K.-D., Meissonnier, A. (1997). Reasoning about CBR systems. In _Bergmann & Wilke (Eds.). Proceedings of the 5d German CBR Workshop, Report LSA-97-0E, University of Kaiserslautern.
Basili, V. R., Caldiera, G. & Rombach, H. D. (1994). The experience factory. In: J. J. Marciniak (ed.), Encyclopedia of Software Engineering, Vol. 1, Wiley, New York.
Bergmann, R. & Eisenecker, U. (1995). Fallbasiertes Schlieβen zur Unterstützung der Wiederverwendung objektorientierter Software: Eine Fallstudie. In: F. Maurer & M. M. Richter (Eds.) Proceedings der 3. Deutschen Expertensystemtagung, Infix, 152–169.
Bergmann, R., Wilke, W., Vollrath, I. & Wess, S. (1996). Integrating general knowledge with object-oriented case representation and reasoning. In: H.-D. Burkhard & M. Lenz (Eds.) 4th German Workshop: Case-Based Reasoning, Humboldt-University Berlin, 120–127.
Bergmann, R., Wilke, W., Althoff, K.-D., Breen, S. & Johnston, R. (1997). Ingredients for developing a case-based reasoning methodology. In: Bergmann, R. & Wilke, W. (Eds.) Proceedings of the 5th German Workshop in Case-Based Reasoning (GWCBR’97), University of Kaiserslautern, 49–58.
Bergmann, R. (1998). On the use of taxonomies for representing case features and local similarity measures. In Gierl & Lenz (Eds.) 6th German Workshop on CBR.
Bergmann, R. & Stahl, S. (1998). Similarity measures for object-oriented case representations. In B. Smyth & P. Cunningham (Eds.) Advances in Case-Based Reasoning (EWCBR’98), Springer, 25–36.
Bergmann, R., Breen, S., Göker, M., Manago, M., & Wess, S. (1999). Developing Industrial Case-Based Reasoning Applications: The INRECA Methodology. Lecture Notes in Artificial Intelligence, LNAI 1612, Springer, Berlin, Heidelberg.
Bergmann, R., Breen, S., Fayol, E., Göker, M., Manago, M., Schumacher, J., Schmitt, S., Stahl, A., Wess, S. & Wilke, W. (1998b). Collecting experience on the systematic development of CBR applications using the INRECA-II Methodology. In Smyth, B. & Cunningham, P. (Eds.) Advances in Case-Based Reasoning (EWCBR’98), Springer, 460–470.
Bergmann, R., Richter, M.M., Schmitt, S., Stahl, A., Vollrath, I. (2001). Utility-Oriented Matching: A New Research Direction for Case-Based Reasoning. In: Vollrath, Schmitt, & Reimer: 9th German Workshop on Case-Based Reasoning, GWCBR’01. In Schnurr, Staab, Studer, Stumme, Sure (Eds.): Professionelles Wissensmanagement, Shaker.
Curet, O. and Jackson, M. (1996). Towards a methodology for case-based systems. Expert Systems’96. Proceedings of the 16th annual workshop of the British Computer Society.
Göker, M. & Roth-Berghofer, T. (1999). The Development and Utilization of the Case-Based Help-Desk Support System HOMER. Engineering Applications of Artificial Intelligence, 12 (6), Elsevier.
Kitano, H. & Shimazu, H. (1996). The Experience-sharing architecture: A case-study in corporarte-wide case-based software quality control. In Leake (Ed.) Case-Based Reasoning: Experiences, Lessons, and Future Directions. AAAI Press.
Lenz, M., Busch, K.-H., Hübner, A., & Wess, S. (1999). SIMATIC Knowledge Manager. In Aha, Becerra-Fernandez, Maurer, MuÑoz-Avila (Eds.). Exploring Synergies of Knowledge Management and Case-Based Reasoning. Papers from the AAAI Workshop, Technical Report WS-99-10.
Manago M. (1990). KATE: A Piece of Computer Aided Knowledge Engineering. In Gaines & Boose (Eds.) Proc. of the 5th AAAI workshop on KA for knowledge based systems, AAAI Press.
Manago, M., Althoff, K.-D., Auriol, E., Traphöner, R., Wess, S., Conruyt, N., Maurer, F. (1993). Induction and Reasoning from Cases. In: Richter, M. M., Wess, S., Althoff, K.-D. & Maurer, F. (Eds.) (1993). Proc. 1st European Workshop on Case-Based Reasoning (EWCBR-93), University of Kaiserslautern.
Manago, M., Bergmann, R., Wess, S. & Traphöner, R. (1994). CASUEL: A common case representation language, INRECA Deliverable D1, INRECA Consortium.
Manago M. & Auriol, E. (1995). Integrating Induction and Case-Based Reasoning for Troubleshooting CFM-56 Airfract Engines. In Bartsch-Spörl, Janetzko, & Wess (Eds.). Proceedings of the 3rd German CBR Workshop, University of Kaiserslautern.
Richter, M. M. & Wess, S. (1991). Similarity, Uncertainty and Case-Based Reasoning in PATDEX. Automated Reasoning-Essays in Honor of Woody Bledsoe, Kluwer.
Richter, M. M. (1995). The Knowledge Contained in Similarity Measures. Invited talk at the First International Conference on CBR (ICCBR-95). http://www.cbr-web.org/documents/Richtericcbr95remarks.html
Rombach, H. D. & Verlage, M. (1995). Directions in software process research. In: M.V. Zelkowitz (Ed.), Advances in Computers, Vol. 41, Academic Press, 1–61.
Schumacher, J. & Traphöner, R. (2000). Knowledge Modeling WEBSELL Deliverable 3.4, WEBSELL Consortium.
Wess, S. (1995). Fallbasiertes Problemlösen in wissensbasierten Systemen zur Entscheidungsunterstützung und Diagnostik. PhD Thesis, DISKI 126, infix.
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Bergmann, R. (2001). Highlights of the European INRECA Projects. In: Aha, D.W., Watson, I. (eds) Case-Based Reasoning Research and Development. ICCBR 2001. Lecture Notes in Computer Science(), vol 2080. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-44593-5_1
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DOI: https://doi.org/10.1007/3-540-44593-5_1
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