Abstract
Due to increasing demands of the market, the ability of software companies to build up and reuse Software Engineering know-how promoting organizational learning is becoming essential for competitive advantage. Therefore, learning knowledge-based systems have to be operationalized in industrial environments providing integrated support for capturing, storing and retrieving software engineering knowledge. Technical support is complicated through specific characteristics of the software engineering domain, such as the lack of explicit domain models in practice, the diversity of environments and the great variety of application goals, which have to be supported. This paper presents a case-based reasoning approach for the representation of relevant software engineering experiences, the goal-oriented and similarity-based retrieval tailorable to organization-specific characteristics and the continuous acquisition and integration of new experiences. The approach is applied and validated in the context of the Goal/Question/Metric approach, an innovative technology for software measurement.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Althoff, K.-D., et al.: CBR for Experimental Software Engineering. In M. Lenz et al. (eds.), Case-Based Reasoning Technology, LNAI 1400, Springer Verlag (1998)
Althoff, K.-D.: Evaluating Case-Based Reasoning Systems: The Inreca Case Study. Postdoctoral Thesis, University of Kaiserslautern, Germany (1997)
Aamodt, A., Plaza, E.: Case-Based Reasoning: Foundational Issues, Methodological Varia-tions, and System Approaches. AI Communications, 17(1) (1994)
Barletta, R.: A Hybrid Indexing and Retrieval Strategy for Advisory CBR Systems Built with ReMind. Proc. of the 2nd European Workshop on Case-Based Reasoning (1994)
Basili, V. R., Caldiera, G., Rombach, H. D.: Experience Factory. In J. J. Marciniak (ed.), Encyclopedia of Software Engineering, John Wiley & Sons (1994)
Basili, V. R., Caldiera, G., Rombach, H. D.: Goal Question Metric Paradigm. In J. J. Marciniak (ed.), Encyclopedia of Software Engineering, John Wiley & Sons (1994)
CEMP Consortium. Customized Establishment of Measurement Programs. Final Report, ESSI Project Nr.10358 (1996)
Gresse von Wangenheim, C., Althoff, K.-D., Barcia, R.M.: Intelligent Retrieval of Software Engineering Experienceware. Proc. of the 11th Int. Conf. on Software Engineering and Knowledge Engineering, Germany (1999)
Gresse von Wangenheim, C.: REMEX-A Case-Based Approach for Reuse of Software Measurement Experienceware. Proc. of 3rd Int. Conf. on Case-Based Reasoning, Germany (1999)
Gresse von Wangenheim, C.: Knowledge Management in Experimental Software Engineering-Create, Renew, Build and Organize Knowledge Assets. Proc. of the 10th Int. Conf. on Software Engineering and Knowledge Engineering, San Francisco, California (1998)
Gresse von Wangenheim, C., Rodrigues, M. R. Planejamento de Programas de Mensuração Baseado em Reutilização. In Proc. of 11th Conf. Int. de Tecnologia de Software: Qualidade de Software, Brazil, June 2000.
Kolodner, J. L.: Case-Based Reasoning. Morgan Kaufmann, San Francisco, California (1993)
Kempter, H., Leippert, F.: Systematische Software-Qualitätsverbesserung durch zielorienti-ertes Messen und Bewerten sowie explizite Wiederverwendung des Software-Entwicklungs-Knowhow. Proc. of the BMBF-Seminar Software Technology, Germany (1996)
Tautz, C., Gresse von Wangenheim, C.: REFSENO: A Representation Formalism for Software Engineering Ontologies. Proc. 5th Conf. on Knowledge-Based Systems, Germany (1999).
Tversky, A.: Features of Similarity. Psychological Review, 84 (1977)
Wess, S.: Fallbasiertes Problemlösen in wissensbasierten Systemen zur Entscheidungsunter-stützung und Diagnostik. Ph.D. Thesis, University of Kaiserslautern, Germany (1995)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2000 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
von Wangenheim, C.G., Rodrigues, M.R. (2000). Case-Based Management of Software Engineering Experienceware. In: Monard, M.C., Sichman, J.S. (eds) Advances in Artificial Intelligence. IBERAMIA SBIA 2000 2000. Lecture Notes in Computer Science(), vol 1952. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-44399-1_3
Download citation
DOI: https://doi.org/10.1007/3-540-44399-1_3
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-41276-2
Online ISBN: 978-3-540-44399-5
eBook Packages: Springer Book Archive