An Enterprise Intelligent System Development and Solution Framework
The recent trend has been using hybrid approach rather than using a single intelligent technique to solve the problems. In this paper, we describe and discuss a framework to develop enterprise solutions that are backed by intelligent techniques. The framework not only uses intelligent techniques themselves but it is a complete environment that includes various interfaces and components to develop the intelligent solutions. The framework is completely Web-based and uses XML extensively. It can work like shared plat-form to be accessed by multiple developers, users and decision makers.
[1] Larry Medsker, Hybrid intelligent systems, Kluwer Academic Publishers, Boston, 1995. [2] Suran Goonatilake and Sukhdev Khebbal, Ed. Intelligent Hybrid System, John Wiley and Sons, 1995. [3] Jim Prentzas and Ioannis Hatzilygeroudis, ''Integrating hybrid rule-based with case-based reasoning'', Advances in case-based reasoning, ECCBR 2002, pp. 336-349. [4] S. Butakov and D. Rubtsov, ''Development of hybrid expert system shell automation'', Control, and Information Technology, ACTA Press, 2002. [5] A.V. Gavrilov and N.A. Chistyakov, ''An Architecture of the Toolkit for Development of Hybrid Expert Systems'', Automation, Control, and Information Technology, ACTA Press, 2005. [6] Melanie Hilario, Christian Pellegrini and Frederic Alexandre, ''Modular integration of connectionist and symbolic processing in knowledge-based systems'', International Symposium on Integrating Knowledge and Neural Heuristics, Florida, 1994, pp.123-132. [7] David Leak, ''Combining rules and cases to learn case adaptation'', http://www.cs.indiana.edu/~leake /papers/ p-95-09.html. [8] R.M. Sonar, ''A Web-based Hybrid Intelligent System Framework'', Intelligent Systems and Control, ACTA Press, 2004, pp. 254-259. [9] R. M. Sonar and A. Saha, ''An integration framework to develop modular hybrid intelligent systems'', Frontiers in Artificial Intelligence and Applications, 69, IOS Press, 2001, pp.1499-1506. [10] E. A. Feigenbaum, ''The art of artificial intelligence: Themes and case studies of knowledge engineering'', In Proc. of the 5th IJCAI, , Cambridge, MA, 1977, pp. 1014-1029. [11] J. L. Kolodner, Case-Based Reasoning, Morgan Kaufmann, San Mateo, CA, 1993. [12] D.E. Rumelhart, G.E. Hinton and R.H. Williams, ''Learning representations by back-propagation errors'', Nature, 323, 1986, pp. 33-536. [13] G. Andrew Duthie, Programming with Microsoft Visual C# .NET Version 2003 Step By Step, Microsoft Press, 2003. [14] HTML:http://www.w3.org/MarkUp/ [15] XML:http://www.w3.org/XML/ [16] Almeida, R.A., ''Retail Banking: A Focus'', IBA (Indian Bankers Association) Bulletin: Special Issue: Retail Banking, Volume XXV No.11, 2003, pp. 5-8.
[1] Larry Medsker, Hybrid intelligent systems, Kluwer Academic Publishers, Boston, 1995. [2] Suran Goonatilake and Sukhdev Khebbal, Ed. Intelligent Hybrid System, John Wiley and Sons, 1995. [3] Jim Prentzas and Ioannis Hatzilygeroudis, ''Integrating hybrid rule-based with case-based reasoning'', Advances in case-based reasoning, ECCBR 2002, pp. 336-349. [4] S. Butakov and D. Rubtsov, ''Development of hybrid expert system shell automation'', Control, and Information Technology, ACTA Press, 2002. [5] A.V. Gavrilov and N.A. Chistyakov, ''An Architecture of the Toolkit for Development of Hybrid Expert Systems'', Automation, Control, and Information Technology, ACTA Press, 2005. [6] Melanie Hilario, Christian Pellegrini and Frederic Alexandre, ''Modular integration of connectionist and symbolic processing in knowledge-based systems'', International Symposium on Integrating Knowledge and Neural Heuristics, Florida, 1994, pp.123-132. [7] David Leak, ''Combining rules and cases to learn case adaptation'', http://www.cs.indiana.edu/~leake /papers/ p-95-09.html. [8] R.M. Sonar, ''A Web-based Hybrid Intelligent System Framework'', Intelligent Systems and Control, ACTA Press, 2004, pp. 254-259. [9] R. M. Sonar and A. Saha, ''An integration framework to develop modular hybrid intelligent systems'', Frontiers in Artificial Intelligence and Applications, 69, IOS Press, 2001, pp.1499-1506. [10] E. A. Feigenbaum, ''The art of artificial intelligence: Themes and case studies of knowledge engineering'', In Proc. of the 5th IJCAI, , Cambridge, MA, 1977, pp. 1014-1029. [11] J. L. Kolodner, Case-Based Reasoning, Morgan Kaufmann, San Mateo, CA, 1993. [12] D.E. Rumelhart, G.E. Hinton and R.H. Williams, ''Learning representations by back-propagation errors'', Nature, 323, 1986, pp. 33-536. [13] G. Andrew Duthie, Programming with Microsoft Visual C# .NET Version 2003 Step By Step, Microsoft Press, 2003. [14] HTML:http://www.w3.org/MarkUp/ [15] XML:http://www.w3.org/XML/ [16] Almeida, R.A., ''Retail Banking: A Focus'', IBA (Indian Bankers Association) Bulletin: Special Issue: Retail Banking, Volume XXV No.11, 2003, pp. 5-8.
@article{"International Journal of Business, Human and Social Sciences:61949", author = "Rajendra M. Sonar", title = "An Enterprise Intelligent System Development and Solution Framework", abstract = "The recent trend has been using hybrid approach rather than using a single intelligent technique to solve the problems. In this paper, we describe and discuss a framework to develop enterprise solutions that are backed by intelligent techniques. The framework not only uses intelligent techniques themselves but it is a complete environment that includes various interfaces and components to develop the intelligent solutions. The framework is completely Web-based and uses XML extensively. It can work like shared plat-form to be accessed by multiple developers, users and decision makers. ", keywords = "Intelligent System Development Framework, WebbasedIntelligent Systems, Retail Banking.", volume = "1", number = "1", pages = "21-6", }
