Fuzzy Logic A method to Develop Human like Capabilities for Artificial Intelligence

Jaju, Sangita A.; Jagtap, Sudhir B.

doi:10.26438/ijcse/v6i12.860865

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Fuzzification1

Fuzzy Rule Base1

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2019

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“…This is done by applying a fuzzification function. Linguistic variables are used to represent qualities spanning a particular spectrum [8]. For calculating spectrum for physics using triangular membership function, divide minimum to maximum marks in six group as per six linguistic term.…”

Section: Fuzzificationmentioning

confidence: 99%

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A Fuzzy Logic Based Personalized Result Analysis Support for Student Performance Up-Gradation

2019

IJITEE

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Education system conducts various competitive exam and analyze the result but there is no any provision for improvement of result analysis. The proposed research method uses a fuzzy logic based result analysis system which suggest the improvement is possible in performance of result. This method uses Mamdani Fuzzy inference system and Triangular and Trapezoidal membership functions for removing uncertainty and prediction of better results. When marks are analyzed through a classical method it represents two dimensional graphs only. Using this two dimensional graph it is quite difficult to predict range of result. In the proposed method using 36 Fuzzy rules output is categorized in 6 grades namely O, A+, A, B, C, D. and it is represented in 3D surface graph. This graph helps to increase the grade level of number of student by upgrading phase.

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Section: Fuzzificationmentioning

confidence: 99%

“…Fuzzy system often has a set of fuzzy rules that represent the behavior of the system, known as fuzzy rule base. To obtain the fuzzy output of each rule, the Mamdani method is applied which propagate the degree of membership of antecedent of the rule to consequent of the rule [8].…”

Section: Fuzzy Rule Basementioning

confidence: 99%

A Fuzzy Logic Based Personalized Result Analysis Support for Student Performance Up-Gradation

2019

IJITEE

View full text Add to dashboard Cite

show abstract

Fuzzy Logic A method to Develop Human like Capabilities for Artificial Intelligence

Cited by 1 publication

References 0 publications

A Fuzzy Logic Based Personalized Result Analysis Support for Student Performance Up-Gradation

A Fuzzy Logic Based Personalized Result Analysis Support for Student Performance Up-Gradation

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