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Materi: Computational model of student competency analysis in fuzzy topsis methodListing Materi Perkuliahan / Computational model of student competency analysis in fuzzy topsis method
Computational model of student competency analysis in fuzzy topsis method t. In this research is purposed to predict student level competence in sustainability
learning through vocational school. Measuring student competence can use a statistical method
or intelligent computing process. One method in intelligent computing process is Fuzzy Topsis.
An existing problem in this research is every process in evaluation student competence is
calculated by mean measure. Challenging process in evaluation competency is use Fuzzy
Topsis method. In enrolment Fuzzy Topsis, some variables are needed such as report, psychotest, and teacher recommendation. Result of this research is level of student competency major
in vocational schools. Using the data for 270 students, Precision test has calculated 75.60% and
Recall test has 96%. This percentage is gained by calculate confusion matrix that differentiate
between competence and not competence student level. Impact of this research is competency
process can be efficient and effective on processing by Fuzzy Topsis. Other impact is
measuring competency can be simple and dynamic than conventional method that used simply
mean measure Update : 12:30:31 07/09/2020 |