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A Study on Building B2B EC Business Model for The Shipping Industry Using Expert System
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 Title & Authors
A Study on Building B2B EC Business Model for The Shipping Industry Using Expert System
Yu Song-Jin;
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The use of the internet to facilitate commerce among companies promises vast benefits. Lots of e-marketplaces are building for several industries such as chemistry, airplane, and automobile industries. This study provides the new B2B EC business model for the shipping industry which concerns relatively massive fixed assets to be fully utilized. To be successful the proposed model gives participants useful information. To do this the expert system is constructed with the hybrid prediction system of neural network (NN) and memory based reasoning (MBR) with self-organizing map (SOM) and knowledge augmentation technique using qualitative reasoning (QR). The expert system supports participants useful information coping with dynamic market environment. with this shipping companies are induced to participate in the proposed e-marketplace and helped for exchanges easily. Also participants would utilize their assets fully through B2B exchanges.
Shipping industry;B2B EC;expert system;Neural network;Qualitative reasoning;
 Cited by
Alpar, P., W. Dilger. (1995), 'Market share analysis and prognosis using qualitative reasoning'. Decision Support Systems, Vol.15, pp.133-146 crossref(new window)

Benitez, J.M., J.L. Castro, I. Requena (1997), 'Are Artificial Neural Networks Black Boxes'. IEEE Transactions on Neural Networks, Vol.8, pp.1156-1164 crossref(new window)

Cost, S., S. Salzberg (1993), 'A Weighted Nearest Neighbor Algorithm for Learning with Symbolic Features'. Machine Learning, Vol.10, pp.57-78

de Coste, D. (1991), 'Dynamic Across-Time Measurement Interpretation. Artificial Intelligence', Vol.51 , pp.273-341 crossref(new window)

Feldman, S. (2000), 'Electronic Marketplaces'. IEEE Internet Computing. July-August, pp.93-95

Fensel, D., etc. (2000), 'Production Data Integration in B2B E-Commerce'. IEEE Intelligent Systems July/August, pp.54-59

Fiedler, U. B. Plattner, G. Alonso (1999), 'Quality of Service in Business-to- Business E -Commerce Applications'. Research Issues on Data Engineering: Information Technology for Virtual Enterprises, RIDE-VE '99. Proceedings., Ninth International Workshop on, pp.132 139

Forbus, K.D (1989), 'Introducing Actions into Qualitative Simulation'. Proceedings of IJCAI-89, pp.1273-1278

Hamscher, W., M.Y. Kiang, R. Lang (1996), 'Qualitative reasoning in business, finance, and economics: Introduction'. Decision Support Systems, Vol.15, pp.99-103

Han, J. K., (2000), 'A Study on the present situation and operation strategies of Shipping B2B e-commerce', Maritime Research, Spring, pp.35-54

Hopkins, W.S., B. Manasco (2000), 'CRM Redefined: Beyond the Front Office and Out to the Customer', Knowledge Capital Group,

Jang, Il-Dong . Wee, Seung-Min . Kim, Si-Hwa, (2002), 'Design and implementation of shipping electronic commerce agent in distributed computing environment', Journal of Korean Navigation and Port Research, Vol .26, No.1, 2002, pp.78-84 crossref(new window)

Kamin, E.D.A. (1990), 'Simple procedure for pruning back-propagation trained neural networks'. IEEE Transaction on Neural Networks, Vol.1, pp.239-242 crossref(new window)

Kohonen, T. (1988), 'An introduction to neural computing'. Neural Networks, Vol.1, pp.3-16

Lu, H., R. Setiono (1996). 'Effective Data Mining Using Neural Networks'. IEEE Transactions on Knowledge and Data Engineering, Vol.8, pp.957-961 crossref(new window)

Radke-Sarpe, N., KP. Jr. White (1998), 'The Role of Qualitative Knowledge in the Formulation of Compartmental Models'. IEEE Transactions on Systems, Man, and Cybernetics, Vol.28, pp.272-275 crossref(new window)

Shim, S.Y., S. Pendyala, et al. (2000), 'Business-to-Business E-Commerce Frameworks'. IEEE Computer October, pp.40-47

Taha, M.A., S.C. Park, J.S. Russell (1995), 'Knowledge DSS for Construction Contractor Prescreening'. European Journal of Operational Research, Vol.84, pp.34-46

Wise, R., D. Morrison (2000), 'Beyond the Exchange: The Future of B2B'. Harvard Business Review, November-December, pp.87-96

Yu, S.J., Shin, J.K. Parkl, S.C., (2001), 'Memory-based and Neural-network-based Expert System: A Unified Approach'. Encyclopedia of Microcomputers, Vol. 27, pp.287-303

Yu, S.J., Park, S.C., Wang, J. (2001), 'Decision Making Using Time-dependent Knowledge: Knowledge Augmentation Using Qualitative Reasoning'. International Journal of Intelligent Systems in Accounting, Finance & Management, Vol.10, pp.51-66 crossref(new window)