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Use Fuzzy Logic to Recommend Course in High School Students
J. Medina
BSCS Department
Informatics International College
RDS Building, Felix Avenue, Barangay San Isidro, Cainta, Rizal, Philippines
Prof. J. Fidelino
Program Head BSIT Department
Informatics International College
RDS Building, Felix Avenue, Barangay San Isidro, Cainta, Rizal, Philippines
Introduction
Fuzzy Logic is a method of reasoning that resembles human reasoning. The approach of FL imitates the way of decision making in humans that involves all intermediate possibilities between digital values YES and NO. [1]
One of the interesting highlights of understudy achievement courses is that such a broad cross-section of students can benefit
Although almost all students can benefit, in practice, the course is frequently tailored to the needs of specific groups of students, ranging from honor students to all entering freshmen.
Student success courses, as discussed in this paper, do not include remedial courses.
Course content generally includes academic skills, life management skills, and information about the school, and the community.
This day many of the High school students having trouble to take what course that fit on their skill
Students going to college having a suffer for taking a course that they can’t do it
A major emphasis of the course is on helping students develop the skills needed to identify, create and pursue an increased variety of options in their lives.
High school is an academic institution providing education more advanced than elementary school or middle school but less advanced than college, typically grades 9, 10, 11 and 12.
An example of high school is the local public school where 15 year olds attend.
- Process
Fuzzification
Fuzzification is the process of changing a real scalar value into a fuzzy value. [2]
The National Career Assessment Examination or NCAE is a test taken by high school students in the Philippines that determines their strengths in different career fields. It was first given in January 2007 and
replaces the former National College Entrance Examination. [5]
The purpose of the NCAE is to help students determine which courses they should study in college and what sort of career they are best suited for. Like many standardized tests, the NCAE measures students' general scholastic knowledge. However, the NCAE also tests vocational aptitude, occupational preferences and entrepreneurial skills. [5]
One of the reasons the NCAE was developed was to address the issue of
much pressure to apply might result in "Decrease Pressure (15%), Maintain Pressure (34%), Increase Pressure (72%)". Defuzzification is interpreting the membership degrees of the fuzzy sets into a specific decision or real value.[4]
The final result of NCAE exam will give the student idea what course will fit.
For Engineering courses the average need is Above Average (AA) 86 – 97 above having good grade in Scientific Ability (SA) and Mathematical Ability (MA). [6]
For Science courses the average need Above Average (AA) 86 – 97 above, having good grade in Scientific Ability (SA) and Mathematical Ability (MA). [6]
For computer courses the average need 51 – 85 (A) above, having a good grade in Mathematical Ability (MA) Logical Reasoning Ability (LRA). [6]
For Education courses the average need Average (A) 51 – 85 above, having a 75% above every exam questioner. [6]
For Medical courses the average need Above Average (AA) 86 – 97. [6]
- Conclusion
The aim of this study was to explore the range and nature of influences on right in decision-making getting the
course fit on the student by using and basing average of the NCAE exam
- References
[1] About fuzzy logic
https://www.tutorialspoint.com/ artificial_intelligence/ artificial_intelligence_fuzzy_logic_sys tems.html
[2] Fuzzyfication
https://www.ibu.edu.ba/assets/ userfiles/it/2012/eee-Fuzzy-7.pdf
[3] Fuzzy Inference
https://www.mathworks.com/help/ fuzzy/fuzzy-inference-process.html
[4] Defuzzyfication
https://en.wikipedia.org/wiki/ Defuzzification
[5] What is NCAE
https://classroom.synonym.com/ importance-national-career- assessment-examination-7484533.html
[6] Courses basis
http://www.finduniversity.ph/
[7] List of Questioner
https://www.teacherph.com/national- career-assessment-examination-ncae- overview/
[8] Average Basis
http://academic-clinic.com/2011/09/ ncae-tips-basics-of-ncae/ncae- coverage/
