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Volume 30 Issue 05
May  2004
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Journal of Beijing University of Aeronautics and Astronautics  > 2004  >  30(05): 448-451.
Wang Meiqing, Tang Xiaoqing. Combined house of quality oriented product planning[J]. Journal of Beijing University of Aeronautics and Astronautics, 2004, 30(07): 652-656. (in Chinese)
Citation: Jiang Nan, Tang Xiaoqing. Association rule mining algorithm in modeling quality activity chain based on quality cost data[J]. Journal of Beijing University of Aeronautics and Astronautics, 2004, 30(05): 448-451. (in Chinese)
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Association rule mining algorithm in modeling quality activity chain based on quality cost data

  • School of Mechanical Engineering and Automation, Beijing University of Aeronautics and Astronautics, Beijing 100083, China

  • Received Date: 18 Dec 2002
  • Publish Date: 31 May 2004
    Abstract
  • The concept of activity-based quality cost was introduced, and the idea of describing the relationships among quality activities according to quality cost was discussed. The rules with which the activities acted on each other were defined. Because of the large amount of quality cost data, it was decided to apply the association rule mining technology to dig the relationships among quality activities. The association rule mining technology was emphasized, especially the Boolean association rules mining technology, which was used in the mining process. Applying Apriori algorithm,and using quality cost data and the trend of their changes, the model of the quality activity chain based on activity-based quality cost could be set up. This model can be used in the estimation and analysis of quality cost to find out the bottlenecks in quality management process from the economic view, and to provide effective ways to make decisions on quality improvements.

     

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    • References(1)
  • [1] Christopher D Ittner. Activity-based costing concepts for quality improvement . European Management, 1999,17(5):492~500 [2] 中国标准研究中心.GB/T 19000-2000 idt ISO 9000:2000,质量管理体系标准——基础和术语[S].中国标准出版社 China National Center of Standerdization. GB/T 19000-2000 idt ISO 9000:2000,Quality management system standards—fundamentals and vocabulary [S]. Standard Press of China(in Chinese) [3] Han Jiawei,Micheline Kamber. Data mining:concepts and techniques [M]. San Francisco:Morgan Kaufmann Publishers Inc, 2000
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