An association rule mining and maintaining approach in dynamic database for aiding product-service system conceptual design

International Journal of Advanced Manufacturing Technology

Volumn 62, Issue 1-4, 2012, Pages 1-13

  Geng, Xiuli ^a   Chu, Xuening ^a   Zhang, Zaifang ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Association rule mining; Conceptual design; Incremental updating; Parameter translating; Product service system (PSS)

Indexed keywords

COMPETITIVE STRATEGY; COMPLEX RELATIONSHIPS; CUSTOMER REQUIREMENTS; DESIGN REQUIREMENTS; DOMAIN MAPPING; DYNAMIC DATABASE; INCREMENTAL UPDATING; NEW DESIGN; OPTIMAL SETS; PARAMETER TRANSLATING; PARAMETER TRANSLATION; PRODUCT-SERVICE SYSTEMS; PRODUCTS AND SERVICES; RULE MINING ALGORITHMS; TRANSLATING RULES;

ALGORITHMS; CONCEPTUAL DESIGN; DATA MINING;

PRODUCT DESIGN;

EID: 84865398350     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-011-3787-3     Document Type: Review

References (34)

1. JC Aurich N Wolf M Siener E Schweitzer 2009 Configuration of product-service systems J Manuf Technol Manag 20 5 591 605 10.1108/ 17410380910961000
2. E Manzini C Vezzoli 2003 A strategic design approach to develop sustainable product service systems: examples taken from the" environmentally friendly innovation" Italian prize J Clean Prod 11 8 851 857 10.1016/S0959-6526(02)00153-1
3. A Williams 2007 Product service systems in the automobile industry: contribution to system innovation? J Clean Prod 15 11-12 1093 1103 10.1016/j.jclepro.2006.05.034 (Pubitemid 46386433)
4. JC Aurich C Fuchs MF DeVries 2004 An approach to life cycle oriented technical service design CIRP Ann Manuf Technol 53 1 151 154 10.1016/S0007-8506(07)60666-0
5. JC Aurich C Fuchs C Wagenknecht 2006 Life cycle oriented design of technical Product-Service Systems J Clean Prod 14 17 1480 1494 10.1016/j.jclepro.2006.01.019
6. T Sakao Y Shimomura 2007 Service engineering: a novel engineering discipline for producers to increase value combining service and product J Clean Prod 15 6 590 604 10.1016/j.jclepro.2006.05.015 (Pubitemid 44869014)
7. T Sakao Y Shimomura E Sundin M Comstock 2009 Modeling design objects in CAD system for service/product engineering Computer-Aided Des 41 3 197 213 10.1016/j.cad.2008.06.006
8. G Bitran L Pedrosa 1998 A structured product development perspective for service operations Eur Manag J 16 2 169 189 10.1016/S0263-2373(97)00086-8 (Pubitemid 128184699)
9. Suh N (1990) The principles of design. Oxford University Press, USA
10. A Griffin JR Hauser 1993 The voice of the customer Mark Sci 12 1 1 27 10.1287/mksc.12.1.1
11. XX Shen KC Tan M Xie 2001 The implementation of quality function deployment based on linguistic data J Intell Manuf 12 65 75 10.1023/A: 1008955630880 (Pubitemid 32380336)
12. CH Han JK Kim SH Choi 2004 Prioritizing engineering characteristics in quality function deployment with incomplete information: a linear partial ordering approach Int J Prod Econ 91 235 249 10.1016/j.ijpe.2003.09.001
13. R Fung K Popplewell J Xie 1998 An intelligent hybrid system for customer requirements analysis and product attribute targets determination Int J Prod Res 36 1 13 34 0951.90533 10.1080/002075498193912 (Pubitemid 128553150)
14. J Harding K Popplewell R Fung A Omar 2001 An intelligent information framework relating customer requirements and product characteristics Comput Ind 44 1 51 65 10.1016/S0166-3615(00)00074-9 (Pubitemid 32034438)
15. YZ Chen J Tang RYK Fung, et al. 2004 Fuzzy regression-based mathematical programming model for quality function deployment Int J Prod Res 42 5 1009 1027 1069.90118 10.1080/00207540310001619623
16. RYK Fung YZ Chen JF Tang 2006 Estimating the functional relationships for quality function deployment under uncertainties Fuzzy Set Syst 157 98 120 2180520 1085.90017 10.1016/j.fss.2005.05.032 (Pubitemid 41525540)
17. KJ Kim H Moskowitz A Dhingra G Evans 2000 Fuzzy multicriteria models for quality function deployment Eur J Oper Res 121 504 518 0968.90045 10.1016/S0377-2217(99)00048-X (Pubitemid 30560198)
18. XP Zhang J Bode SJ REn 1996 Neural networks in quality function deployment Comput Ind Eng 31 3/4 669 673 10.1016/S0360-8352(96)00252-5 (Pubitemid 126651679)
19. J Jiao Y Zhang 2005 Product portfolio identification based on association rule mining Computer-Aided Des 37 2 149 172 2161305 10.1016/j.cad.2004.05.006
20. X Shao Z Wang P Li C Feng 2006 Integrating data mining and rough set for customer group-based discovery of product configuration rules Int J Prod Res 44 14 2789 2812 1128.90437 10.1080/00207540600675777 (Pubitemid 43862185)
21. C Romanowski R Nagi 2004 A data mining approach to forming generic bills of materials in support of variant design activities J Comput Inf Sci Eng 4 4 316 328 10.1115/1.1812556 (Pubitemid 40212483)
22. H Sadoyan A Zakarian P Mohanty 2006 Data mining algorithm for manufacturing process control Int J Adv Manuf Technol 28 342 350 10.1007/s00170-004-2367-1 (Pubitemid 43333552)
23. D Alisantoso LP Khoo BH Ivan Lee SC Fok 2005 A rough set approach to design concept analysis in a design chain Int J Adv Manuf Technol 26 427 435 10.1007/s00170-003-2034-y (Pubitemid 41241803)
24. J Yin D Li Y Peng 2006 Knowledge acquisition from metal forming simulation Int J Adv Manuf Technol 29 279 286 10.1007/s00170-005-2521-4 (Pubitemid 43814101)
25. Agrawal R, Srikant R (1994) Fast algorithms for mining association rules in large database. Proceedings of 20th International Conference on Very Large Data Bases, Santiago, Chile, 1-32
26. Agrawal R, Imieliński T, Swami A (1993) Mining association rules between sets of items in massive databases. Proceedings of ACM/SIGMOD International Conference on Management of Data, 207-216
27. D Cheung V Ng A Fu Y Fu 1996 Efficient mining of association rules in distributed databases IEEE Trans Knowl Data Eng 8 6 911 922 10.1109/69.553158 (Pubitemid 126774146)
28. Y Chen C Weng 2008 Mining association rules from imprecise ordinal data Fuzzy Set Syst 159 4 460 474 2418418 1176.68157 10.1016/j.fss.2007.10.005 (Pubitemid 350298585)
29. M Delgado N Marin D Sánchez M Vila 2003 Fuzzy association rules: general model and applications IEEE Trans Fuzzy Syst 11 2 214 225 10.1109/TFUZZ.2003.809896
30. Cheung D, Han J, Ng V, Wong C (1996b) Maintenance of discovered association rules in large databases: An incremental updating technique. Proceeding of the 12th international conference on data engineering, New Orleans, Louisiana, March 1996: 106-114
31. Cheung DW, Lee SD, Kao B (1997) A general incremental technique for maintaining discovered association rules. Proceeding of the 5th international conference on database systems for advanced applications, MElboume, 1997:185-194
32. S Lee D Cheung B Kao 1998 Is sampling useful in data mining? A case in the maintenance of discovered association rules Data Min Knowl Disc 2 3 233 262 10.1023/A:1009703019684 (Pubitemid 128695478)
33. D Dudek 2009 RMAIN: Association rules maintenance without reruns through data Inform Sci 179 24 4123 4139 10.1016/j.ins.2009.08.022
34. S Zhang C Zhang X Yan 2003 Post-mining: maintenance of association rules by weighting Inf Syst 28 7 691 707 10.1016/S0306-4379(02)00079-0