Educational Advisor System Implemented by Web-Based Fuzzy Expert Systems
- 1 Department of Computer Engineering, Islamic Azad University-Malayer Branch, Malayer, Iran
- 2 Department of Computer Engineering, Faculty of Engineering, Arak University, Arak, Iran
Abstract
Using of the Internet technology and the field of Fuzzy expert systems has proposed new branches of sharing and distributing knowledge. However, there has been a general lack of investigation in the area of web-based Fuzzy expert systems (FES). In this paper the issues associated with the design, development, and use of web-based FES from a standpoint of the benefits and challenges of developing and using them. The original theory and concepts in conventional FES were reviewed and a knowledge engineering framework for developing them was revisited. Student in an educational place need an educational advisor for solve problems. Some of educational circulars order changing because advisor must update information away. The student's request is linguistic and crisp Expert System cannot solve problems completely. In my approach we build Web-Based Fuzzy Expert System for Student Education Advisor (FES-SEA) and stays in university portal. This system implemented with ASP.NET, SQL-SERVER 2008.
- M. H. Goodarzi, “Evaluating Students’ Learning Progress by Using Fuzzy Expert Systems,” 6th International Conference on Fuzzy Systems and Knowledge Discovery, Tianjin, 14-16 August 2009, pp. 248-252. doi:10.1109/FSKD.2009.313
- M. H. Goodarzi, “A Web-Based Implementation of a Portfolio Advisor System Based on Fuzzy Expert Systems,” IEEE 6th International Conference on Information & Communication Technology and System ICTS, Surabaya, 28 September 2010, pp. 15-22.
- H. S. Saini, R. Kamal and A. N. Sharma, “Web Based Fuzzy Expert System for Integrated Pest Management in Soybean,” International Journal of Information Technology, Vol. 8, No. 1, 2002, pp. 55-74.
- F. Akhter, D. Hobbs and Z. Maamar, “A Fuzzy Logic-Based System for Assessing the Level of Business-to-Consumer (B2C) Trust in Electronic Commerce,” Elsevier, Vol. 28, No. 4, 2005, pp. 623-628.
- Y. M. Huang, J. N. Chen, Y. H. Kuo and Y.-L. Jeng, “An Intelligent Human-Expert forum System Based on Fuzzy Information Retrieval Technique,” Expert Systems with Applications, Elsevier, Vol. 34, No. 1, 2008, pp. 446-458. doi:10.1016/j.eswa.2006.09.037
- P. E. Merloti, “A Fuzzy Expert System as a Stock Trading Advisor,” 2012. www.merlotti.com/EngHome/Computing/fes.pdf.
- M. H. F. Zarandi, M. Khademian and B. Minaei-Bidgoli, “A Fuzzy Expert System Architecture for Intelligent Tutoring Systems: A Cognitive Mapping Approach,” Journal of Intelligent Learning Systems and Applications, Vol. 4, No. 1, 2012, pp. 29-40. doi:10.4236/jilsa.2012.41003
- E. W. T Ngai and F. K. T. Wat, “Design and Development of a Fuzzy Expert System for Hotel Selection,” Elsevier, Vol. 31, No. 4, 2003, pp. 275-286.
- Y. Joo and Y. An, “Intelligent System Modeling for Human Cognition,” 5th International Conference on Convergence and Hybrid Information Technology ICHIT, Springer, Daejeon, 22-24 September 2011, pp. 529-536.
- W. Siler and J. J. Buckley, “Fuzzy Expert Systems and Fuzzy Reasoning,” John Wiley & Sons, Inc., New York, 2005.