Intelligence decision systems in enterprise information management

Journal of Enterprise Information Management

Volumn 24, Issue 4, 2011, Pages 360-379

  Kahraman, Cengiz ^a   Kaya, Ihsan ^b   Çevikcan, Emre ^a  

^a ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

^b YILDIZ TECHNICAL UNIVERSITY   (Turkey)

Author keywords

Decision support systems; Enterprise information management; Information management; Intelligence techniques

Indexed keywords

EID: 79960334938     PISSN: 17410398     EISSN: None     Source Type: Journal    
DOI: 10.1108/17410391111148594     Document Type: Article

References (73)

1. Ahn, H.J., Lee, H. and Park, S.J. (2003), "A flexible agent system for change adaptation in supply chains" in Expert Systems with Applications, Vol. 25, pp. 603-18.
2. Anumba, C.J., Ugwu, O.O., Newnham, L. and Thorpe, A. (2001), "A multi-agent system for distributed collaborative design" in Logistics Information Management, Vol. 14, No. 5, pp. 355-66.
3. Back, T., Hammel, U. and Schwefel, H.P. (1997), "Evolutionary computation: comments on the history and current state" in IEEE Transactions on Evolutionary Computation, Vol. 1, No. 1, pp. 3-17.
4. Baron, J. (1998), Thinking and Deciding, Cambridge University Press, Cambridge.
5. Bui, T. and Lee, J. (1999), "An agent-based framework for building decision support systems" in Decision Support Systems, Vol. 25, pp. 225-37.
6. Caridi, M., Cigolini, R. and De Marco, D. (2006), "Linking autonomous agents to CPFR to improve SCM" in Journal of Enterprise Information Management, Vol. 19, No. 5, pp. 465-82.
7. Cerrada, M., Cardillo, J., Aguilar, J. and Faneite, R. (2007), "Agents-based design for fault management systems in industrial processes" in Computers in Industry, Vol. 58, pp. 313-28.
8. Chan, F.T.S., Jiang, B. and Tang, N.K.H. (2000), "The development of intelligent decision support tools to aid the design of flexible manufacturing systems" in International Journal of Production Economics, Vol. 65, pp. 73-84.
9. Chang, B., Chang, C.W. and Wu, C.H. (2011), "Fuzzy DEMATEL method for developing supplier selection criteria" in Expert Systems with Applications, Vol. 38, No. 3, pp. 1850-8.
10. Chang, I.C., Hwang, H.G., Liaw, H.C., Hung, M.C., Chen, S.L. and Yen, D.C. (2008), "A neural network evaluation model for ERP performance from SCM perspective to enhance enterprise competitive advantage" in Expert Systems with Applications, Vol. 35, pp. 1809-16.
11. Chen, S.G. and Lin, Y.K. (2009), "On performance evaluation of ERP systems with fuzzy mathematics" in Expert Systems with Applications, Vol. 36, No. 3, pp. 6362-7.
12. Chen, T.Y., Chen, Y.M., Lin, C.J. and Chen, P.Y. (2010), "A fuzzy trust evaluation method for knowledge sharing in virtual enterprises" in Computers & Industrial Engineering, Vol. 59, No. 4, pp. 853-64.
13. Chen, W.S. and Du, Y.K. (2009), "Using neural networks and data mining techniques for the financial distress prediction model" in Expert Systems with Applications, Vol. 36, pp. 4075-86.
14. Cheng, B. and Titterington, D.M. (1994), "Neural networks: a review from a statistical perspective" in Statistical Science, Vol. 9, No. 1, pp. 2-54.
15. Cheng, C.H. and Chen, Y.S. (2009), "Classifying the segmentation of customer value via RFM model and RS theory" in Expert Systems with Applications, Vol. 36, No. 3, pp. 4176-84.
16. Choy, K.L., Lee, W.B. and Lo, V. (2002), "An intelligent supplier management tool for benchmarking suppliers in outsource manufacturing" in Expert Systems with Applications, Vol. 22, pp. 213-24.
17. Dimopoulos, C. and Zalzala, A.M.S. (2000), "Recent developments in evolutionary computation for manufacturing optimization: problems, solutions, and comparisons" in IEEE Transactions on Evolutionary Computation, Vol. 4, No. 2, pp. 93-113.
18. Dorigo, M. and Blum, C. (2005), "Ant colony optimization theory: a survey" in Theoretical Computer Science, Vol. 344, pp. 243-78.
19. Dorigo, M. and Gambardella, L.M. (1997), "Ant colonies for the travelling salesman problem" in BioSystems, Vol. 43, pp. 73-81.
20. Engin, O., Çelik, A. and Kaya, İ. (2008), "A fuzzy approach to define sample size for attributes control chart in multistage processes: an application in engine valve manufacturing process" in Applied Soft Computing, Vol. 8, No. 4, pp. 1654-63.
21. Fu, L. (1994), Neural Networks in Computer Intelligence, McGraw-Hill, New York, NY.
22. Fu, R.X., Yue, X., Song, M. and Xin, Z.H. (2008), "An architecture of knowledge management system based on agent and ontology" in The Journal of China Universities of Posts and Telecommunications, Vol. 15, No. 4, pp. 126-30.
23. Gao, Y., Gu, Y. and Li, T. (2009), "Evaluation approach on enterprise integrated business efficiency based on ANN-QPSO" in 2009 International Conference on Information Management, Innovation Management and Industrial Engineering, pp. 371-4.
24. Hansen, N., Müller, S.D. and Koumoutsakos, P. (2003), "Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES)" in Evolutionary Computation, Vol. 11, No. 1, pp. 1-18.
25. Harigopal, U. (2001), "Cognizant Enterprise Maturity Model (CEMM)" in IEEE Transactions on Systems, Man, and Cyberneti{dotless}cs - Part C: Applications and Reviews, Vol. 31, No. 4, pp. 449-59.
26. Herrera, F., Lopez, E., Mendana, C. and Rodriguez, M. (2001), "A linguistic decision model for personnel management solved with a linguistic biobjective genetic algorithm" in Fuzzy Sets and Systems, Vol. 118, No. 1, pp. 47-64.
27. Holmes, J.H., Lanzi, P.L., Stolzmann, W. and Wilson, S.W. (2002), "Learning classifier systems: new models, successful applications" in Information Processing Letters, Vol. 82, pp. 23-30.
28. Holsapple, C. and Whinston, A. (1987), Business Expert Systems, McGraw-Hill, New York, NY.
29. Irani, Z., Sharif, A.M. and Love, P.E.D. (2009), "Mapping knowledge management and organizational learning in support of organizational memory" in International Journal of Production Economics, Vol. 122, No. 1, pp. 200-15.
30. Jackson, P. (1998), Introduction to Expert Systems, Addison Wesley, Boston, MA.
31. Jahanshahloo, G.R., Lotfi, F.H. and Izadikhah, M. (2006), "Extension of the TOPSIS method for decision-making problems with fuzzy data" in Applied Mathematics and Computation, Vol. 181, pp. 1544-51.
32. Jang, J.S.R. and Sun, C.T. (1995), "Neuro-fuzzy modeling and control" in Proceedings of the IEEE, Vol. 83, No. 3, pp. 378-406.
33. Kahraman, C., Kaya, İ. and Çinar, D. (2010), "Computational intelligence: past, today and future" in Ruan, D. (Ed.), Computational Intelligence in Complex Decision Systems, Atlantis Press, Paris, pp. 1-46.
34. Karsak, E.E. and Ozogul, C.O. (2009), "An integrated decision making approach for ERP system selection" in Expert Systems with Applications, Vol. 36, No. 1, pp. 660-7.
35. Kaya, İ. (2009a), "A genetic algorithm approach to determine the sample size for attribute control charts" in Information Sciences, Vol. 179, No. 10, pp. 1552-66.
36. Kaya, İ. (2009b), "A genetic algorithm approach to determine the sample size for control charts with variables and attributes" in Expert Systems with Applications, Vol. 36, No. 5, pp. 8719-34.
37. Kaya, İ. and Çi{dotless}nar, D. (2008), "Facility location selection using a fuzzy outranking method" in Journal of Multiple-Valued Logic and Soft Computing, Vol. 14, pp. 251-63.
38. Kaya, İ. and Engin, O. (2007), "A new approach to define sample size at attributes control chart in multistage processes: an application in engine piston manufacturing process" in Journal of Materials Processing Technology, Vol. 183, No. 1, pp. 38-48.
39. Kennedy, J. and Eberhart, R.C. (1995), "Particle swarm optimization" in Proceedings of the IEEE International Conference on Neural Networks, pp. 1942-8.
40. Kishore, R., Zhang, H. and Ramesh, R. (2006), "Enterprise integration using the agent paradigm: foundations of multi-agent-based integrative business information systems" in Decision Support Systems, Vol. 42, pp. 48-78.
41. Koza, J.R. (1990), "Genetic programming: a paradigm for genetically breeding populations of computer programs to solve problems", Stanford University, Stanford, CA, Technical Report STANCS-90-1314.
42. Koza, J.R. (1992), Genetic Programming, MIT Press, Cambridge, MA.
43. Kulak, O., Kahraman, C., Öztaysi, B. and Tanyas, M. (2005), "Multi-attribute information technology project selection using fuzzy axiomation" in Journal of Enterprise Information Management, Vol. 18, No. 3, pp. 275-88.
44. Lee, C.K.M., Ho, W., Ho, G.T.S. and Lau, H.C.W. (2011), "Design and development of logistics workflow systems for demand management with RFID" in Expert Systems with Applications, Vol. 38, pp. 5428-37.
45. Li, Y.J., Li, J.-F., Qi, W., Wang, H., Xie, A.S. and Jin, S.W. (2003), "Research on fuzzy assessment of effectiveness for information flow control" in International Conference on Machine Learning and Cybernetics, Vol. 4, pp. 2587-90.
46. Li, Y.L., Shao, X.Y., Li, P.G. and Liu, Q. (2004), "Design and implementation of a process-oriented intelligent collaborative product design system" in Computers in Industry, Vol. 53, pp. 205-29.
47. Liu, C. and Itoh, Y. (2001), "Information technology applications for bridge maintenance management" in Logistics Information Management, Vol. 14, Nos 5-6, pp. 393-400.
48. Liu, Q., Sun, S.X., Wang, H. and Zhao, J. (2011), "A multi-agent based system for e-procurement exception management" in Knowledge-Based Systems, Vol. 24, pp. 49-57.
49. Liu, X., Ruan, D. and Xu, Y. (2005), "A study of enterprise human resource competence appraisement" in Journal of Enterprise Information Management, Vol. 18, No. 3, pp. 289-315.
50. López-Ortega, O. and Villar-Medina, I. (2009), "A multi-agent system to construct production orders by employing an expert system and a neural network" in Expert Systems with Applications, Vol. 36, No. 2, pp. 2937-46.
51. Lu, F.-Q., Huang, M. and Wang, X.-W. (2010), "Partners' risk level considered CDDM model for risk management of Virtual Enterprise" in 2010 International Conference on Management and Service Science, MASS 2010, pp. 1-4.
52. Lu, F.-Q., Huang, M., Ching, W.K., Wang, X.W. and Sun, X.L. (2009), "Multi-swarm particle swarm optimization based risk management model for virtual enterprise" in Proceedings of the 1st ACM/SIGEVO Summit on Genetic and Evolutionary Computation, pp. 387-92.
53. Mangina, E. and Vlachos, I.P. (2005), "The changing role of information technology in food and beverage logistics management: beverage network optimization using intelligent agent technology" in Journal of Food Engineering, Vol. 70, pp. 403-20.
54. Meilin, W., Xiangwei, Z., Qingyun, D. and Jinbin, H. (2010), "A dynamic schedule methodology for discrete job shop problem based on ant colony optimization" in ICIME 2010 - 2nd IEEE International Conference on Information Management and Engineering, Vol. 5, pp. 306-9.
55. Monteiro, T., Daniel, R.B. and Anciaux, D. (2007), "Multi-site coordination using a multi-agent system" in Computers in Industry, Vol. 58, pp. 367-77.
56. Nahm, Y.E. and Ishikawa, H. (2005), "A hybrid multi-agent system architecture for enterprise integration using computer networks" in Robotics and Computer-Integrated Manufacturing, Vol. 21, pp. 217-34.
57. Niu, D. and Gu, X. (2007), "Application of HGPSOA in electric power system material purchase and storage optimization" in Proceedings - ICSSSM'07: 2007 International Conference on Service Systems and Service Management, pp. 1-7.
58. Pal, S.K. and Mitra, S. (1992), "Multilayer perception, fuzzy sets, and classification" in IEEE Transactions on Neural Networks, Vol. 3, No. 5, pp. 683-97.
59. Pena-Reyes, C.A. and Sipper, M. (2000), "Evolutionary computation in medicine: an overview" in Artificial Intelligence in Medicine, Vol. 19, pp. 1-23.
60. Qiu, R.G., Tang, Y. and Xu, Q. (2006), "Integration design of material flow management in an e-business manufacturing environment" in Decision Support Systems, Vol. 42, No. 2, pp. 1104-15.
61. Sugumaran, V. (2007), Application of Agents and Intelligent Information Technologies (Advances in Intelligent Information Technologies), IGI Publishing, Hershey, PA.
62. Sun, W. and Li, S. (2007), "PCA-SVM-based comprehensive evaluation for customer relationship management system of power supply enterprise" in Proceedings of the Sixth International Conference on Machine Learning and Cybernetics, Hong Kong, 19-22 August 2007, pp. 3811-4.
63. Symeonidis, A.L., Kehagias, D.D. and Mitkas, P.A. (2003), "Intelligent policy recommendations on enterprise resource planning by the use of agent technology and data mining techniques" in Expert Systems with Applications, Vol. 25, No. 4, pp. 589-602.
64. Tai, W.S. and Chen, C.T. (2009), "A new evaluation model for intellectual capital based on computing with linguistic variable" in Expert Systems with Applications, Vol. 36, pp. 3483-8.
65. Turban, E., Volonio, L., McLean, E. and Wetherbe, J. (2009), Information Technology for Management: Transforming Organizations in the Digital Economy, Wiley, New York, NY.
66. Wu, J.-Y. (2010), "Computational intelligence-based intelligent business intelligence system: concept and framework" in 2nd International Conference on Computer and Network Technology, ICCNT 2010, pp. 334-8.
67. Xiaobing, L., Ruilin, P., Qiunan, M. and Fajing, C. (2008), "Study on recipe cost optimization system based on ant colony algorithms" in International Seminar on Business and Information Management, Vol. 2008, pp. 287-90.
68. Xirogiannis, G., Chytas, P., Glykas, M. and Valiris, G. (2008), "Intelligent impact assessment of HRM to the shareholder value" in Expert Systems with Applications, Vol. 35, pp. 2017-31.
69. Yao, X. (1999), "Evolutionary programming made faster" in IEEE Transactions on Evolutionary Computation, Vol. 3, No. 2, pp. 82-102.
70. Zadeh, L.A. (1975), "The concept of a linguistic variable and its application to approximate reasoning" in Information Sciences, Vol. 8, pp. 199-249.
71. Zadeh, L.A. (1996), "Fuzzy logic equals computing with words" in IEEE Transactions on Fuzzy Systems, Vol. 4, No. 2, pp. 103-11.
72. Zhang, G. and Lu, J. (2007), "Model and approach of fuzzy bilevel decision making for logistics planning problem" in Journal of Enterprise Information Management, Vol. 20, No. 2, pp. 178-97.
73. Zhao, K. and Yu, X. (2011), "A case based reasoning approach on supplier selection in petroleum enterprises", Expert Systems with Applications.