Academic Performance Of Students With Fuzzy Logic

 

OBJECTIVE

   This model aims to evaluate the performance of students in their academics by considering their marks like external and internal. The Fuzzy logic is employed for calculating the performance of students in an effective way.

PROJECT OVERVIEW

    The evaluation of student’s academic domain is a significant and challenging task faced by every institution and parents for the betterment of the children life. This gives emerge to numerous software and techniques. The exams are being conducted and are maintained as record such that it could be employed for future performance evaluation. The various attributes should be taken into account for the performance analysis. The attributes involves the internal marks, external marks and attendance of the students. This attributes are evaluated by means of fuzzy logic which eliminates the usage of formulas. The summing up is performed for the evaluation of performance by this method. This system is more flexible as the fuzzy logic method allows user to implement subjectivity, uncertainty of the values if demanded by the system. The results obtained in this model are more effective when compared to other statistical methods. The performance evaluation in comparison is performed for analysing the student activity in their students. The attendance is also considered to be an important criterion in this evaluation as it also determines the performance. The data will not be lost easily and is of error free in this system.

PROPOSED SYSTEM

   This model is developed for the evaluation of the performance of the students. Among the various methods employed for analysis, this method involves the fuzzy logic in which the performance is estimated in an effective way. This method eliminates the usage of derivations and formula for the process. The system does this process by including various modules. The modules involve the following:

• Admin login
• Student details entry
• Performance evaluation

The foremost step involved in building this Fuzzy Logic system is admin login. The authored authority will be provided with admin login and he can monitor the whole system. The next process involved in this system is entry of student details. The details include internal marks, external marks and attendance of each student in an institution. The entries should be made without any missing values such that the outcome will be in an effective way. The entry of values is made by admin. The admin has the authority of adding new entries, removing and updating of values. The users can use this model only if the permission is granted by the admin. He acts the master control of this system in order to eliminate any issues like stealing of the data. The final stage of the process involve is performance evaluation in which the attributes like mark and attendance are taken into account and the overall evaluation is performed. The final outcome is produced by this method and is found to be more effective comparison with the statistical methods. The performance every individual student is obtained by this method and it reduces the time for evaluation. It is more helpful for the education institutions and training centres

SOFTWARE REQUIREMENTS

• Windows OS

HARDWARE REQUIREMENTS

• Hard Disk – 1 TB or Above
• RAM required – 8 GB or Above
• Processor – Core i3 or Above

TECHNOLOGY USED

• Data Mining
• Fuzzy logic

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