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Towards a Knowledge Support System for Product Family Design

In: Handbook of Research in Mass Customization and Personalization (In 2 Volumes)

Author

Listed:
  • Seung Ki Moon

    (Department of Industrial & Manufacturing Engineering, The Pennsylvania State University, USA)

  • Xiaomeng Chang

    (Department of Engineering Education, Virginia Polytechnic Institute and State University, Blacksburg, USA)

  • Janis Terpenny

    (Department of Engineering Education, Virginia Polytechnic Institute and State University, Blacksburg, USA)

  • Timothy W. Simpson

    (Departments of Mechanical & Nuclear Engineering and Industrial & Manufacturing Engineering, The Pennsylvania State University, USA)

  • Soundar R. T. Kumara

    (Department of Industrial & Manufacturing Engineering, The Pennsylvania State University, USA)

Abstract

This chapter describes research toward creating a knowledge support system (KSS) that consists of knowledge representation, knowledge discovery, and recommendation for product family design. For the proposed KSS, we use an ontology to represent products as functional-based hierarchical structures and describe cost information related to product design. Fuzzy clustering is employed to partition product functions into subsets for identifying a platform and modules in a given product family. Rules related to design knowledge among products are developed using association rule mining. A reasoning tool is used to inference knowledge represented by an ontology and obtain design solutions. We present a prototype system to demonstrate the KSS using a case study involving a family of power tools.

Suggested Citation

  • Seung Ki Moon & Xiaomeng Chang & Janis Terpenny & Timothy W. Simpson & Soundar R. T. Kumara, 2009. "Towards a Knowledge Support System for Product Family Design," World Scientific Book Chapters, in: Frank T Piller & Mitchell M Tseng (ed.), Handbook of Research in Mass Customization and Personalization (In 2 Volumes), chapter 16, pages 297-318, World Scientific Publishing Co. Pte. Ltd..
    • Handle: RePEc:wsi:wschap:9789814280280_0016
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    Citations

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    Cited by:

    1. Albert N. Link & Martijn Hasselt, 2020. "Exploring the impact of R&D on patenting activity in small women-owned and minority-owned entrepreneurial firms," Small Business Economics, Springer, vol. 54(4), pages 1061-1066, April.
    2. Sunil Kanwar & Shailu Singh, 2018. "The Innovation†R&D Nexus in an Emerging Economy: Evidence from the Indian Manufacturing Sector," Australian Economic Papers, Wiley Blackwell, vol. 57(1), pages 35-54, March.
    3. Beck, Mathias & Junge, Martin & Kaiser, Ulrich, 2017. "Public Funding and Corporate Innovation," IZA Discussion Papers 11196, Institute of Labor Economics (IZA).
    4. Horbach, Jens & Rammer, Christian, 2020. "Labor shortage and innovation," ZEW Discussion Papers 20-009, ZEW - Leibniz Centre for European Economic Research.
    5. Albert N. Link & John T. Scott, 2021. "Scientific publications at U.S. federal research laboratories," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(3), pages 2227-2248, March.
    6. Link, Albert N. & van Hasselt, Martijn, 2019. "A public sector knowledge production function," Economics Letters, Elsevier, vol. 175(C), pages 64-66.
    7. Jens Horbach, 2020. "The Importance of regional Spill-over Effects for Eco-Innovations in German Start-ups," SEEDS Working Papers 1620, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Dec 2020.
    8. Luca Pennacchio & Giuseppe Piroli & Otello Ardovino, 2018. "The Role of R&D Cooperation in Firm Innovation," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 15(01), pages 1-27, February.
    9. Pilar Beneito & María Engracia Rochina-Barrachina & Amparo Sanchis, 2018. "International patenting decisions: empirical evidence with Spanish firms," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(2), pages 579-599, August.
    10. Pilar Beneito & Mari´a E. Rochina-Barrachina & Amparo Sanchis, 2017. "The determinants of international patenting decisions of Spanish firms," Working Papers 1708, Department of Applied Economics II, Universidad de Valencia.

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