Segmenting and mining the ERP users' perceived benefits using the rough set approach

Expert Systems with Applications

Volumn 38, Issue 6, 2011, Pages 6940-6948

  Wu, Wei Wen ^a  

^a TA HWA INSTITUTE OF TECHNOLOGY   (Taiwan)

Author keywords

ERP benefit; ERP implementation; Rough set theory; Segment

Indexed keywords

ERP BENEFIT; ERP IMPLEMENTATION; ERP SYSTEM; INFORMATION TECHNOLOGY SOLUTIONS; PERCEIVED BENEFITS; PERCEIVED RISK; POTENTIAL BENEFITS; ROUGH SET; SEGMENT;

ENTERPRISE RESOURCE MANAGEMENT; INDUSTRY; INFORMATION MANAGEMENT; INFORMATION TECHNOLOGY; PRODUCTIVITY; ROUGH SET THEORY;

ENTERPRISE RESOURCE PLANNING;

EID: 79951580069     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.12.030     Document Type: Article

References (51)

1. A.S. Al-Mudimigh, F. Saleem, and Z. Ullah The effects of data mining in ERP-CRM model - A case study of MADAR WSEAS TRANSACTIONS on COMPUTERS 5 8 2009 841 893
2. K. Amoako-Gyampah, and A.F. Salam An extension of the technology acceptance model in an ERP implementation environment Information and Management 41 6 2004 731 745
3. N.B. Anuar, L.N. Kuen, O. Zakaria, A. Gani, and A.W.A. Wahab Usability and performance of secure mobile messaging: M-PKI WSEAS TRANSACTIONS on INFORMATION SCIENCE and APPLICATIONS 2 6 2009 179 189
4. Aydin, A.O.; Tunali, S. (2007). Intelligent Agent Technologies Promises in Emerging Arena: Mass Customisation. In: Proceedings of the 6th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (pp. 190-195). Corfu Island, Greece. (February).
5. N. Berente, B. Vandenbosch, and B. Aubert Information flows and business process integration Business Process Management Journal 15 1 2009 119 141
6. F. Calisir, C.A. Gumussoy, and A. Bayram Predicting the behavioral intention to use enterprise resource planning systems: An exploratory extension of the technology acceptance model Management Research News 32 7 2009 97 613
7. U. Cebeci Fuzzy AHP-based decision support system for selecting ERP systems in textile industry by using balanced scorecard Expert Systems with Applications 36 5 2009 8900 8909
8. C.W. Cheng A research study of Frederick Herzberg's motivator-hygiene theory on continuing education participants in Taiwan Journal of American Academy of Business 12 1 2007 186 192
9. S.G. Chen, and Y.K. Lin On performance evaluation of ERP systems with fuzzy mathematics Expert Systems with Applications 36 3 2009 6362 6367
10. S.W. Chou, and Y.C. Chang The implementation factors that influence the ERP benefits Decision Support Systems 46 1 2008 149 157
11. F.D. Davis Perceived usefulness, perceived ease of use, and user acceptance of information technology MIS Quarterly 13 3 1989 319 339
12. T. Davenport Putting the enterprise into the enterprise system Harvard Business Review 76 4 1998 113 121
13. O.W. DeShields Jr.; A. Kara, and E. Kaynak Determinants of business student satisfaction and retention in higher education: Applying Herzberg's two-factor theory The International Journal of Educational Management 19 2/3 2005 128 139
14. S. Dowlatshahi Strategic success factors in enterprise resource-planning design and implementation: A case-study approach International Journal of Production Research 43 18 2005 3745 3771 (Pubitemid 41663523)
15. J. Esteves A benefits realisation road-map framework for ERP usage in small and medium-sized enterprises Journal of Enterprise Information Management 22 1/2 2009 25 35
16. Exact Software. (2005). ERP-II: Making ERP Deliver On Its Promise to the Enterprise. Exact Holding North America. http://www.erpsolutions4u.com/ webportal/docs/BPwebsite.asp.
17. O. Francoise, M. Bourgault, and R. Pellerin ERP implementation through critical success factors' management Business Process Management Journal 15 3 2009 371 394
18. L. Ge, and S. VoB ERP application in China: An overview International Journal of Production Economics 2009 10.1016/j.ijpe.2009.06.009
19. S. Greco, B. Matarazzo, and R. Slowinski Rough sets methodology for sorting problems in presence of multiple attributes and criteria European Journal of Operational Research 138 2 2002 247 259 (Pubitemid 34065096)
20. Hawking, P.; Stein, A.; Foster, S. (2004). Revisiting ERP Systems: Benefit Realization. In: Proceedings of the 37th Hawaii International Conference on System Sciences, ACM.
21. F. Herzberg, B. Mausner, and B.B. Snyderman The motivation to work Second ed. 1967 Springer Berlin
22. F. Herzberg, B. Mausner, and B.B. Snyderman The motivation to work 1959 John Wiley New York, NY
23. L.L. Hsu, R.S.Q. Lai, and Y.T. Weng Understanding the critical factors effect user satisfaction and impact of ERP through innovation of diffusion theory International Journal of Technology Management 43 1-3 2008 30 47
24. Y.F. Huang, W.W. Wu, and Y.T. Lee Simplifying essential competencies for Taiwan civil servants by using the rough set approach The Journal of the Operational Research Society 59 2 2008 259 266
25. Jacobson, S.; Shepherd, J.; D'Aquila, M.; Carter, K. (2007). The ERP Market Sizing Report, 2006-2011. AMR Research.
26. J.J. Jonker, N. Piersma, and D. Van den Poel Joint optimization of customer segmentation and marketing policy to maximize long-term profitability Expert Systems with Applications 27 2 2004 159 168
27. S.Y. Kim, T.S. Jung, E.H. Suh, and H.S. Hwang Customer segmentation and strategy development based on customer lifetime value: A case study Expert Systems with Applications 31 1 2006 101 107
28. F. Lin, and C.E.T. Rohm Managers' and end-users' concerns on innovation implementation A case of an ERP implementation in China Business Process Management Journal 15 4 2009 527 547
29. T.C. Lu, and K.Y. Wu A transaction pattern analysis system based on neural network Expert Systems with Applications 36 3 2009 6091 6099
30. N. Mori, H. Tanaka, and K. Inoue Rough sets and KANSEI: Knowledge acquisition and reasoning from KANSEI data 2004 Kaibundo Japan, Tokyo
31. C.W. Ou, S.Y. Chou, and Y.H. Chang Using a strategy-aligned fuzzy competitive analysis approach for market segment evaluation and selection Expert Systems with Applications 36 1 2009 527 541
32. Z. Pawlak Rough sets, decision algorithms and Bayes' theorem European Journal of Operational Research 136 1 2002 181 189 (Pubitemid 33018811)
33. Z. Pawlak Rough sets T.Y. Lin, N. Cercone, Rough sets and data mining: Analysis for imprecise data 1997 Kluwer Academic Publishers Norwell, MA
34. Z. Pawlak Rough classification International Journal of Man-Machine Studies 20 5 1984 469 483 (Pubitemid 15102839)
35. Z. Pawlak Rough sets International Journal of Computer and Information Science 11 5 1982 341 356
36. Saatcioglu, O.Y. (2007). What determines user satisfaction in ERP projects: Benefits, barriers or risks? In: Proceedings of European and Mediterranean Conference on Information Systems 2007 (EMCIS2007) (pp. 24-26).
37. S. Shang, and P.B. Seddon A Comprehensive framework for classifying the benefits of ERP systems Proceedings of AMCIS'2000, Vol. II 2000 1005 1014
38. C.Y. Shen, and K.T. Yu Enhancing the efficacy of supplier selection decision-making on the initial stage of new product development: A hybrid fuzzy approach considering the strategic and operational factors simultaneously Expert Systems with Applications 36 8 2009 11271 11281
39. W.L. Shiau, P.Y. Hsu, and J.Z. Wang Development of measures to assess the ERP adoption of small and medium enterprises Journal of Enterprise Information Management 22 1/2 2009 99 118
40. P. Soja Examining the conditions of ERP implementations: Lessons learnt from adopters Business Process Management Journal 14 1 2008 105 123
41. J.K. Stratman, and A.V. Rothe Enterprise resource planning (ERP) competence constructs: Two-stage multi-item scale development and validation Decision Science 33 4 2002 601 628
42. Y.f. Su, and C. Yang A structural equation model for analyzing the impact of ERP on SCM Expert Systems with Applications 37 1 2010 456 469
43. J.M. Tarn, D.C. Yen, and M. Beaumont Exploring the rationales for ERP and SCM integration Industrial Management & Data Systems 102 1 2002 26 34 (Pubitemid 34406054)
44. T. Teichert, E. Shehu, and I. von Wartburg Customer segmentation revisited: The case of the airline industry Transportation Research, Part A 42 1 2008 227 242 (Pubitemid 350154464)
45. C.Y. Tsai, and C.C. Chiu A purchase-based market segmentation methodology Expert Systems with Applications 27 2 2004 265 276
46. O. Velcu Exploring the effects of ERP systems on organizational performance: Evidence from Finnish companies Industrial Management & Data Systems 107 9 2007 1316 1334 (Pubitemid 350050050)
47. A. Vellido, P.J.G. Lisboa, and K. Meehanb Segmentation of the on-line shopping market using neural networks Expert Systems with Applications 17 4 1999 303 314 (Pubitemid 129667301)
48. C.C. Wei, T.S. Liou, and K.L. Lee An ERP performance measurement framework using a fuzzy integral approach Journal of Manufacturing Technology Management 19 5 2008 607 626
49. C.C. Wei, and M.J. Wang A comprehensive framework for selecting an ERP system International Journal of Project Management 22 2 2004 161 169
50. W.W. Wu Exploring core competencies for R&D technical professionals Expert Systems with Applications 36 5 2009 9574 9579
51. W.W. Wu Discovering KM features of high-performance companies WSEAS Transaction on Business and Economics 5 10 2008 487 492