Contents
A quality management using data mining techniques for small and medium manufacturing companies / Yu, Peng ; Lee, Jong-Nam ; Lee, Jang-Hee 1
요약 1
I. Introduction 2
II. Theoretical background 3
2.1. Quality management in SMEs and Data mining 3
2.2. Decision tree 4
2.3. Association rules analysis 5
2.4. Multi-dimensional analysis 6
III. Data mining techniques-based quality management system 6
3.1. Deduct the important management points 7
3.2. Grasp the important process variables which have effect on the appearance of fair-quality products and inferior-quality products 8
3.3. Test validity of process variables' existing management standards 8
3.4. Determine the optimal standard range of the process variables 9
IV. Application study 9
4.1. Application introduction 9
4.2. Result of deducting the quality management points 10
4.3. Result of grasping the important process variables and deducting the range of the important process variables 13
4.4. Result of testing validity of process variables' existing management standards. 14
4.5. Determine the final rule 16
V. Conclusion 16
〈References〉 17
요약 21