협동 제품개발 실습에서 참가자 기여도 평가를 위한 Product Data Analytics 기반 정량적 평가 시스템 적용
Applying a Product Data Analytics-based Quantitative Contribution Evaluation System for Participants to Collaborative Projects in Product Development Practices
0
조회
0
다운로드
1
인용
0
참고문헌
키워드
초록
As product development process becomes complex, it becomes more important for engineering students to experience collaborative productdevelopment. Especially the collaboration experience based on Product Data Management (PDM) systems is useful, since participantsare likely to use the same environment for their professional product development. However, instructors have difficulties to evaluatecontribution of each participant to their projects during the practices, since it is hard to trace personal activities for collaborative designprocesses. To solve this problem, this study suggests a data-driven objective method that analyses product data accumulated in PDMdatabases to evaluate numerically calculated contributions of participants to their class projects. As a result, the quantitative measuresprovided by the data-driven analysis with qualitative measures for project results can improve the fairness and quality of evaluationof contributions of participants to collaborative projects. This study implemented the proposed evaluation method with an informationsystem and discussed the result of the application of the system to product development practices.
Abstract
As product development process becomes complex, it becomes more important for engineering students to experience collaborative productdevelopment. Especially the collaboration experience based on Product Data Management (PDM) systems is useful, since participantsare likely to use the same environment for their professional product development. However, instructors have difficulties to evaluatecontribution of each participant to their projects during the practices, since it is hard to trace personal activities for collaborative designprocesses. To solve this problem, this study suggests a data-driven objective method that analyses product data accumulated in PDMdatabases to evaluate numerically calculated contributions of participants to their class projects. As a result, the quantitative measuresprovided by the data-driven analysis with qualitative measures for project results can improve the fairness and quality of evaluationof contributions of participants to collaborative projects. This study implemented the proposed evaluation method with an informationsystem and discussed the result of the application of the system to product development practices.
참고문헌 (18)
- 도남철, "PDM 소프트웨어와 3D 프린팅을 활용한 제품개발 수업 운영사례", 공학교육연구, 21(6), pp.90~98 (2018), 한국공학교육학회[DOI]
- 도남철, "PLM 이해와 응용" (2018), 퍼플
- Alemanni, M., "Key performance indicators for PLM benefits evaluation: the Alcatel Alenia space case study", Computers in Industry, 59, pp.833~841 (2008)
- Bhadra, T., "Participation measurement of individual member in an ICT-based collaborative work", Proceedings of the International Conference on Computational Science and Engineering (ICCSE2016) (2017)
- Caballé, S., "Providing effective feedback, monitoring and evaluation to on-line collaborative learning discussions", Computers in Human Behavior, 27(4), pp.1372~1381 (2010)
- Do, N., "Interactive Analysis of Product Development Experiments using Online Analytical Mining", Computers in Industry, 66, pp.52~62 (2015)
- "About Local Motors" (2019)[URL]
- "Microsoft Excel" (2019)[URL]
- Mayer-Schonberger, V., "Big Data: A Revolution That Will Transform How We Live, Work, and Think" (2013), John Murray Publishers
- 오정수, "제조업 분야에서 Product Data Management 기반의 BSC 성과평가 시스템 구축 사례 연구", 산업공학(IE interfaces), 23(4), pp.275~285 (2010), 대한산업공학회
- Parung, J., "A Metric for Collaborative Networks", Business Process Management Journal, 14(5), pp.654~674 (2008)
- "Usage Guide for the STEP PDM Schema V1.2" (2002)[URL]
- "How we do what we do" (2019)[URL]
- Siemens Product Lifecycle Management Software Inc, "Establishing Effective Metrics for New Product Development Success", Siemens Product Lifecycle Management Software Inc, ~ (2009)
- Tatikonda, M.V., "The Handbook of New Product Development" (2007), Elsevier Publishers
- "TEE PDM System" (2019)[URL]
- Trentin, G., "Using a wiki to evaluate individual contribution to a collaborative learning project", Journal of Computer Assisted Learning, 25(1), pp.43~55 (2009)
- "Wiki. Wiki" (2019)[URL]