EDU-FES: A FUZZY EXPERT SYSTEM MODEL FOR EDUCATION PLANNING

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GHAZANFARI MAHDI; KAZEMI Z.

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Journal: INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN) Year:2001 | Volume:12 | Issue:3 Page(s): 117-135

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Title

EDU-FES: A FUZZY EXPERT SYSTEM MODEL FOR EDUCATION PLANNING

Author(s)

GHAZANFARI MAHDI | KAZEMI Z. | Issue Writer Certificate

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Abstract

Expert system as a branch of artificial intelligence makes extensive use of specialized knowledge to solve problems at the level of a human expert. The solution process of a human expert consists of a series of sequential rules and heuristics. In fact, an expert system is a computer system, which emulentes the decision making ability of a human expert. This paper develops an expert system to advice students during course enrolment. The proposed expert system is called EDU-FES and written by Clips. EDU-EB Sreceives information regarding the courses passed, average grades in the last terms (or sessions), the desirable days to attend in classrooms, and gives the suitable advises as a human advisor to students for selection of a weekly schedule. The knowledge base of EDU-FES is formed by expertise acquired from academic staff, and formal regulations. It produces several alternative plans and ranks them based on difficulty criterion in fuzzy environment. Considering other students criteria, it finds the best plan using the Multi-Attribute Decision Making (MADM) model. The experiments conducted show the capability and profitability of the proposed expert system.

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APA: Copy

GHAZANFARI, MAHDI, & KAZEMI, Z.. (2001). EDU-FES: A FUZZY EXPERT SYSTEM MODEL FOR EDUCATION PLANNING. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), 12(3), 117-135. SID. https://sid.ir/paper/65862/en

Vancouver: Copy

GHAZANFARI MAHDI, KAZEMI Z.. EDU-FES: A FUZZY EXPERT SYSTEM MODEL FOR EDUCATION PLANNING. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN)[Internet]. 2001;12(3):117-135. Available from: https://sid.ir/paper/65862/en

IEEE: Copy

MAHDI GHAZANFARI, and Z. KAZEMI, “EDU-FES: A FUZZY EXPERT SYSTEM MODEL FOR EDUCATION PLANNING,” INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), vol. 12, no. 3, pp. 117–135, 2001, [Online]. Available: https://sid.ir/paper/65862/en

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