Detection and analysis of problems in enterprise IT solutions
Abstract
Enterprise IT solutions have turned into a must for every company that needs to grow and compete in contemporary demanding business environment. However the long, successful path of implementing complex IT solutions is not as easy as it seems at first glance – the percentage of failures is still high. In this paper we analyze the use of self-adaptive classification methods for detection and analysis of problems tha may arise during software solution adoption.References
[2] I. V. Judy E. Scott, "Implementing Enterprise Resource Planning Systems: The Role of Learning from Failure," Information Systems Frontiers, vol. 2, p. 213, 2000.
[3] T. Barker and M. N. Frolick, "Erp Implementation Failure: A Case Study," Information Systems Management, vol. 20, no. 4, pp. 43-49, 2003.
[4] M. Sumner, "Risk factors in enterprise-wide/ERP projects," Journal of Information Technology, vol. 15, no. 4, p. 317–327, 2000.
[5] K. Desev, "IT management frameworks," in International conference Times of uncertainty and risks: possibilities and perspectives for development , Plovdiv, 2014.
[6] M. Themistocleous, Z. Irani and R. M. O'Keefe, "ERP problems and application integration issues: an empirical survey," System Sciences, 2001. Proceedings of the 34th Annual Hawaii International Conference on, 2001.
[7] B. M. U. K. Vinod Kumar, "An investigation of critical management issues in ERP implementation: emperical evidence from Canadian organizations," Technovation, vol. 23, no. 10, p. 793–807, 2003.
[8] T. Perroud and R. Inversini, Enterprise architecture patterns, Springer, 2013.
[9] U. B. A. C. A. G. a. L. M. Carmelo Ardito, "Business Process Design Meets Business Practices Through Enterprise Patterns: A Case Study," International Journal of e-Collaboration, vol. 10, no. 1, p. 17, 2014.
[10] A. White, "Gartner: 75% of all ERP projects fail – But why?," The Office of Finance, 2013. [Online]. Available: http://officeoffinance.com/gartner-75-of-all-erp-projects-fail-but-why/. [Accessed 16 10 2015].
[11] T. Kohonen, "Self-Organized Formation of Topologically Correct Feature Maps," Biological Cybernetics, pp. 59-69, 1982.
[12] K. T. L. J. Kangas J.A., "Variants of self-organizing maps," IEEE Transactions on Neural Networks, vol. 1, no. 1, pp. 93 - 99, 1990.
[13] M. M. V. Hulle, "Self-organizing Maps," in Handbook of Natural Computing, Berlin Heidelberg, Springer, 2012, pp. 585-622.
[14] R. B. V. A. C. A. Chena Ning, "Clustering and visualization of bankruptcy trajectory using self-organizing map," Expert Systems with Applications, vol. 40, no. 1, p. 385–393, 2013.
[15] V. H. Konsulov and S. K. Kabaivanov, "Phenomenon of fraud? Lessons learned from turmoil in Bulgarian banks in 2014," in VANGUARD SCIENTIFIC INSTRUMENTS IN MANAGEMENT, Ravda, 2014.
[16] J. W. Kolari and I. P. Sanz, "Systemic Risk Measurement in Banking Using Self-Organizing Maps," SSRN: http://ssrn.com/abstract=2520249, 2015.
[17] А. Ангелов, Проектиране на организационни структури, София: Полина Комерс, 2009, pp. 120-123.
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