AN ARCHITECTURAL MODEL FOR CONTENT MANAGEMENT IN E-COMMERCE APPLICATIONS USING INTELLIGENT AGENTS

  • Akhan Akbulut
  • Güray Yılmaz
Keywords: Intelligent agents, e-Commerce, e-Malls, content management, clustering, hashing

Abstract

In e-Commerce applications, the size of the architecture is huge and there are too many member shops and too many customers that bring along management difficulties. So, different technologies need to be used and usually autonomous structures work with unmanned decision-making processes for the managerial processes of an e-Mall where hundreds of e-shop catalogues are displayed. In this study, our recent works are developed and their applications are actualized.  Additionally, an architectural solution that will ease the content management for an e-Mall structure is offered.

References

[1] Akbulut A., Yilmaz G., An Architectural Model for Content Management in E-Commerce Applications, Proceedings of IADIS e-Commerce 2007 Conference, 7-9 Sept., Algarve - Portugal, Page(s): 260-264
[2] Gelmez B., Sancar M., Yilmaz G., Akbulut A., An Autonomous Decision Support System Prototype For Suply Management In e-Commerce Systems, Proceedings of IADIS e-Commerce 2008 Conference, 25-27 July, Amsterdam – Netherlands, Page(s): 326-328
[3] Tang, O., Xie, F., A multi-agent system for e-commerce automation, IEEE CCECE/CCGEI, Electrical and Computer Engineering, Canadian Conference 2006, Ottawa Page(s): 514-517
[4] Shopping and Price comparison European Leader, http://www.kelkoo.com/
[5] Shopzilla - Comparison shopping online, http://www.shopzilla.com/
[6] Google Product Search, http://www.froogle.com/
[7] PriceRunner UK - Compare Prices and Find Best Deals Online, http://www.pricerunner.co.uk/
[8] Vakali, A., Catania, B., Maddalena, A., XML data stores: emerging practices, IEEE Internet Computing, Volume: 9, Issue: 2, Page(s): 62 - 69 2005
[9] Chan, C. Sun, A. Lim, E. Automated Online News Classification with Personalization, The 4th International Conference of Asian Digital Libraries 2001
[10] Yanagida, T., Miura, T., Shioya, I., Classifying News Corpus by self-organizing maps, Communications, Computers and signal Processing IEEE Pacific Rim Conference 2003, 800- 803 vol.2
[11] Xiao-Lin W., Cloete, I., Learning to classify email: a survey, Machine Learning and Cybernetics, 2005. Page(s): 5716 - 5719 Vol. 9
[12] Anagnostopoulos, I. Anagnostopoulos, C. Loumos, V. Kayafas, E. Classifying Web pages employing a probabilistic neural network, IEE Proceedings 2004- Software, Volume: 151, On pages: 139- 150
[13] Taeho J., Gwyduk Y., List based matching algorithm for classifying news articles in NewsPage.com, IEEE International Conference System of Systems Engineering, 2008. SoSE '08. Page(s): 1 - 5
[14] Bigus, J. Bigus Jn., Constructing Intelligent Agents Using Java: Professional Developer's Guide Series, John Wiley & Sons; 2001
[15] Lagus, K., Kaski, S., Keyword selection method for characterizing text document maps, 9th International Conference on Artificial Neural Networks-ICANN’99, Edinburg, UK, pages: 371-376, vol.1 (Conf. Publ. No. 470)
[16] Gutmann, P., Naccache, D., Palmer, C.C., When hashes collide [applied cryptography], IEEE Security & Privacy Magazine, Vol. 3, pages: 68- 71, 2005
[17] Ordonez, C., Integrating K-means clustering with a relational DBMS using SQL, IEEE Transactions on Knowledge and Data Engineering, Vol. 18, Issue: 2, on pages: 188 – 201, 2006
[18] Wang Z., Comparison of Four Kinds of Fuzzy C-Means Clustering Methods, Third International Symposium on Information Processing (ISIP), 2010, Page(s): 563 - 566
[19] eBay - New & used electronics, cars, apparel, collectibles, sporting goods & more at low prices, http://www.ebay.com/
[20] Microsoft Developer Network, http://msdn. microsoft.com/
[21] Funderburk, J.E., XML programming with SQL/XML and XQuery, IBM Systems Journal, Volume 41, Issue 4. Pages: 642 – 665, 2002
[22] Huhtinen, J., Utilization of neural network and agent technology combination for distributed intelligent applications and services, Auditorium TS101, Linnanmaa, on Nov. 4th 2005
[23] Aspect-Oriented Software Development Community & Conference, http://aosd.net/
Published
2011-07-25
How to Cite
[1]
A. Akbulut and G. Yılmaz, “AN ARCHITECTURAL MODEL FOR CONTENT MANAGEMENT IN E-COMMERCE APPLICATIONS USING INTELLIGENT AGENTS”, JAST, vol. 5, no. 2, pp. 13-24, Jul. 2011.
Section
Articles