EVALUATION OF STUDENT PROJECT BASED ON FUZZY MCDM MODELS

Ahmad, Fadhilah and Madi, Elissa Nadia and Mohd Rose, Ahmad Nazari (2014) EVALUATION OF STUDENT PROJECT BASED ON FUZZY MCDM MODELS. In: Research and Innovation Competition Week, 16-19 Mac 2014, UniSZA.

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Abstract

Final Year Project (FYP) is a compulsory course for all students who are in the information technology based program in higher learning institutions. Every student project needs to be carefully evaluated by a supervisor and a group of panels as to ensure that they are fairly rated and be accorded standardized marks. The evaluation of the project is a multi-criteria decision problem, a few of which are fuzzy in nature. The fuzziness of certain criteria makes the evaluation process very intricate and complicated. The conventional methods for evaluating FYPs are inadequate when dealing with unstructured nature of the project, multi criteria evaluation, and group decision making. This paper proposes a project evaluation framework for the integration of Weighted Model, Fuzzy Multi Criteria Decision Making approach based on Fuzzy Analytic Hierarchy Process (Fuzzy AHP) and Fuzzy Technique for Order Performance by Similarity to Ideal Solution (Fuzzy TOPSIS) for a Decision Support System. Criteria weight is determined based on Weighted Model and Fuzzy AHP. Fuzzy TOPSIS approach is used to rank the project. Finally, a set of numerical data are used to illustrate the procedure of the methods and then the ranking of the project is produced based on the group evaluation. The application is conducted to illustrate the utilization of the model for the project evaluation problem. Additionally, in the application, it is shown that calculation of the criteria weights is important in both methods and they could change the ranking. The decision maker can use these different weight combinations during the decision making process based on the priority.

Item Type: Conference or Workshop Item (Speech)
Subjects: Q Science > QA Mathematics > QA76 Computer software
Faculty / Institute: Faculty of Informatics & Computing
Depositing User: PM Dr. Fadhilah Ahmad
Date Deposited: 14 May 2014 04:50
Last Modified: 14 May 2014 04:50
URI: http://erep.unisza.edu.my/id/eprint/1200

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