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Analysis of Networks among Design Engineers Using Product Data Objects

제품자료 객체를 이용한 설계자 네트워크 분석

  • Cha, Chun-Nam (Dep. of Industrial and Systems Engineering at Gyeongsang National University, ERI) ;
  • Do, Namchul (Dep. of Industrial and Systems Engineering at Gyeongsang National University, ERI)
  • 차춘남 (경상대학교 산업시스템공학부) ;
  • 도남철 (경상대학교 산업시스템공학부)
  • Received : 2016.06.14
  • Accepted : 2016.09.09
  • Published : 2016.09.30

Abstract

This study proposes a methodology to analyse social networks among participating design engineers during product development projects. The proposed methodology enables product development managers or the participating design engineers to make a proper decision on product development considering the performance of participating design engineers. It considers a product development environment where an integrated product data management (PDM) system manages the product development data and associated product development processes consistently in its database, and all the design engineers share the product development data in the PDM database for their activities in the product development project. It provides a novel approach to build social networks among design engineers from an operational product development data in the PDM database without surveys or monitoring participating engineers. It automatically generates social networks among the design engineers from the product data and relationships specified by the participants during the design activities. It allows analysts to gather operational data for their analysis without additional efforts for understanding complex and unstructured product development processes. This study also provides a set of measures to evaluate the social networks. It will show the role and efficiency of each design engineers in the social network. To show the feasibility of the approach, it suggests an architecture of social network analysis (SNA) system and implemented it with a research-purpose PDM system and R, a statistical software system. A product configuration management process with synthetical example data is applied to the SNA system and it shows that the approach enables analysts to evaluate current position of design engineers in their social networks.

Keywords

References

  1. Brown, J., Going Social with Product Development, Tech-Clarity Technical Report, 2009.
  2. Butts, C.T., Social network analysis with sna, Journal of Statistical Software, 2008, Vol. 24, No. 6, pp. 1-51.
  3. Choi, S.H., A Study on the Development of a Simulator for Social Networks in Organizations Using Arena, Journal of the Society of Korea Industrial and Systems Engineering, 2012, Vol. 35, No. 3, pp. 62-69.
  4. Dixon, J.R., On Research Methodology Towards A Scientific Theory of Engineering Design, Artificial Intelligence for Engineering, Design, Analysis and Manufacturing (AI-EDAM), 1988, Vol. 1, No, 3, pp. 145-157.
  5. Do, N., Integration of Social Media with Product Data Management for Collaborative Product Design, Journal of the Korean Institute of Industrial Engineers, 2016, Vol. 42, No. 1, pp. 50-56. https://doi.org/10.7232/JKIIE.2016.42.1.050
  6. Finger, S. and Dixon, R.J., A Review of Researh in Mechanical Engineering Design. Part I : Descriptive, Prescriptive, and Computer-Based Models of Design Process, Research in Engineering Design, 1998, Vol. 1, pp. 51-67.
  7. Gopsill, J.A., McAlpine, H.C., and Hicks, B.J., A Social Media framework to support Engineering Design Communication, Advanced Engineering Informatics, 2013, Vol. 27, pp. 580-597. https://doi.org/10.1016/j.aei.2013.07.002
  8. Gopsill, J.A., McAlpine, H.C., and Hicks, B.J., PARTBook- A Social Media Approach For Capturing Informal Product Knowledge, International Design Conference- Design 2012, Dubrovnik, Croatia, 2012.
  9. Huh, M.H., Introduction to social network analysis using R, Paju, Korea : Jayu Academy, 2014.
  10. Kalypso, Social Media and Product Innovation, Kalypso Technical Report, 2011.
  11. Leonora, R.E.O. and Social PLM : An exploratory study of the integration of social computing technologies in the product development, [master's thesis]. [Eindhoven, Netherlands] : Eindhoven University of Technology, 2010.
  12. O'Donnell, F.J. and Duffy, A.H.B., Design Performance, London, United Kingdom : Springer-Verlag, 2005.
  13. O'Donnell, F.J. and Duffy, A.H.B., Modeling design development performance, International Journal of Operations and Production Management, 2002, Vol. 22, No. 11, pp. 1198-1221. https://doi.org/10.1108/01443570210450301
  14. Park, J.H., Cho, Y.H., and Kim, J.K., Social Network : A Novel Approach to New Customer Recommendations, Journal of Intelligence and Information Systems, 2009. Vol. 15, No. 1, pp. 123-140.
  15. R, R project, https://www.r-project.org, 2016.
  16. Sim, S.H. and Moon, J.Y., A study on Mobile SNS Attributes Effects on Information share, Relationship formation, and User satisfaction, Journal of the Korean Society for Quality Management, 2012, Vol. 40, No. 1, pp. 60-72. https://doi.org/10.7469/JKSQM.2012.40.1.060
  17. Tatikonda, M.V., Product development performance measurement, in : C. Loch, S. Kavadias (Eds.), The Handbook of New Product Development, London, United Kingdom. : Elsevier Publishers, 2007.
  18. TEE, TEE PDM System, http://tee.gnu.ac.kr, 2016.
  19. Wikipedia, Centrality, https://en.wikipedia.org/wiki/Centrality, 2016.
  20. Wikipedia, Social Network Analysis, http://en.wikipedia.org/wiki/Social_network_analysis, 2016.
  21. Wu, D., Schaefer, D., and Rosen, W.D., Cloud-Based Design and Manufacturing Systems : A Social Network Analysis, ICED13 International Conference on Engineering Design, Seoul, Korea, 2013.