Title :
Evaluating students´ performance using four-node fuzzy controller
Author :
Ingoley, Shilpa N. ; Bakal, J.W.
Author_Institution :
SHMIT Inst. of Technol., Ulhasnagar, India
Abstract :
Students´ academic performance depends on several criteria which are considered at the time of evaluation. The proposed method uses various criteria namely how correctly the answers are written, how much time students´ have taken to answer the questions, vagueness, importance and complexity of questions in evaluation process. This paper is an attempt to offer fairer method in the whole of evaluation process. It uses fuzzy logic and introduces four-node fuzzy controller in students´ evaluation process.
Keywords :
education; fuzzy control; fuzzy logic; evaluation process; four-node fuzzy controller; fuzzy logic; student academic performance; student performance evaluation; Accuracy; Complexity theory; Educational institutions; Fuzzy logic; Process control; Time factors; Vectors; Computational Intelligence (CI); FIS (Fuzzy Inference System) Students Evaluation; Fuzzy Logic; Soft Computing;
Conference_Titel :
Engineering (NUiCONE), 2013 Nirma University International Conference on
Conference_Location :
Ahmedabad
Print_ISBN :
978-1-4799-0726-7
DOI :
10.1109/NUiCONE.2013.6780063