Abstract
This paper demonstrates the advantages of combining computer attributes with human attributes for useful cooperation in reuse design decision making. In this field of design, the final decision is generally made by a human, since they are better at interpreting the structure of the data than a computer, provided that the data is processed and presented in a clear and comprehensible way. A good approach to processing data is visualization, which can be performed by the data mining method Self-Organizing Maps (SOM). SOM can be used to effectively visualize the structures and connections in the available data.
Keywords
- Fracture Strength
- Product Variant
- Preparation Phase
- Decision Phase
- Elementary Requirement
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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References
Ankerst M (2001) Visual data mining. PhD Thesis Ludwig Maximilian Universität München, ISBN 3-89825-201-9
Bruns K, Meyer-Wegener K (2005) Taschenbuch der Medieninformatik. Carl Hanser, München
Fleischmann A (2008) Modellbasierte Formalisierung von Anforderungen für eingebettete Systeme im Automotive-Bereich. GRIN, München
Göpfert J (2009) Modulare Produktentwicklung, Zur gemeinsamen Gestaltung von Technik und Organisation, Theorie Methodik Gestaltung. Books on Demand, Norderstedt
Kamsties E (2001) Surfacing ambiguity in natural language requirements. Fraunhofer-IRB, Stuttgart
Kohonen T (2001) Self-Organizing Maps. Springer, Berlin
Kurbel K (1992) Entwicklung und Einsatz von Expertensystemen, Eine anwendungsorientierte Einführung in wissensbasierte Systeme. Springer, Berlin
Leemhuis H (2005) Funktionsgetriebene Konstruktion als Grundlage verbesserter Produktentwicklung. Dissertation, Berlin
Ong S, Xu Q, Nee A (2008) Design reuse in product development modeling, analysis and optimization. World Scientific, Singapore
Ott S (2009) Konzept zur methodischen System-Modellierung in der anforderungsgerechten Produktentwicklung. Shaker, Aachen
Otte R, Otte V, Kaiser V (2004) Data Mining für die industrielle Praxis. Hanser, München
Rao R (2007) Decision Making in the Manufacturing Environment, Using Graph Theory and Fuzzy Multiple Attribute Decision Making Methods. Springer, Berlin, Heidelberg
Schulte S (2006) Integration von Kundenfeedback in die Produktentwicklung zur Optimierung der Kundenzufriedenheit. Shaker, Aachen
Winter U (2008) Automobil-Industrie: “Krise dauert bis 2010”. http://www.rp-online.de/wirtschaft/news/Krise-dauert-bis-2010_aid_639188.html. Accessed Dec 17th 2009
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© 2011 Springer-Verlag London Limited
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Feldhusen, J., Nagarajah, A., Schubert, S., Brezing, A. (2011). A Reuse Design Decision Support System Based on Self-Organizing Maps. In: Birkhofer, H. (eds) The Future of Design Methodology. Springer, London. https://doi.org/10.1007/978-0-85729-615-3_6
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DOI: https://doi.org/10.1007/978-0-85729-615-3_6
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Online ISBN: 978-0-85729-615-3
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