TA idea : decision support system for determination of majors in high school (sistem pendukung keputusan untuk penjurusan di SMA)

Thesis.
When come to this topic, I remembered one of the subject that I have got at 4th semester in my informatical engineering’s program. Artificial Neuro Network. That subject is all about how to make a program that can “thinking”, just like a human. Inspired by this subject, i have been interested in Decision Support System, one of Artificial Inteligence subject’s branches.

Decision Support System Model for Determination of Majors in Senior High School.
Determination of Majors in this term means “penjurusan”. In senior high school, some have 3 program, Science, Social, and Language Program, some have just Social and Science Program. We are all know that determine majors for high school students is important because this will have an effect in their future.
The decision making can be influence by a few aspect, which can influence the decision maker to accelerate the fast of decision making process. For this case, there are several aspect that influence the decision making process, such as : Student’s Score, Talent and Enthusiasm, Student’s absent, and (also) IQ-Score. The determination of major uses this aspect as the set of determinant.
Sounds simply but did not really simply. This teory will be quite simply if we could ranked them directly, divided it into 3 levels (which is represents the major) according it’s minimum requirement (of course already determined by the school), and grouped the data score into that 3 level. The problem is that 3 major is have the same position, so we can not make it into one result that have been ranked. We must (still) divide the result into 3 categories, that is 3 major categories.
The problem might be solved by this idea :
We use score from that 4 aspect; School’s score, Talent and Enthusiasm, Student’s absent, and IQ-Score; that have been converted into numeric score (maybe 1-5) as the inputs. After that, we get the gap which will be applied for the next calculation ( I said this gap-method because I see it applied in some case, and then I think maybe this method could be applied in this determination major, too). The calculation is something like this :
Assume we get this data from the calculation :
School’s score : 4; Talent : 3; Absent : 5; IQ : 3
Ranking (Last Score) :
40% (4) + 30% (3) + 20% (5) + 10% (3) = 1,6 + 0.9 + 1 + 0.3 = 3.8

The percent (or weight) of the 4 aspect appropriated with the school’s stipulations. The school gave the higher percent into aspect which they want to emphasized.
We can see that the result of this process is student’s score in 3 major (Science, Social, and Language) that have been compared with the requirements score (for that 3 major). After we got the score, we can see that this student is reaching for the highest score at certain major. Then we classified the students into their position which is got from the score. The last step is sorted it, ranked them, and determined what position they would in appropriated to major’s quota. And it’s result could be used as recommendation for decision maker to put the appropriate students into their right major.
One of the benefit of this system is we can reduce the subjectivitas of determination of majors by the decision maker. Nevertheless, this system called Decision Support System because it (only) supports the decision making, it did not mean to replace the position of decision maker, but only to helps and supports their decision.

*ssttt.. jangan kaget, this isnt really my thesis idea. hahaha. tapi engga tau juga sih, ini adalah essay yang saya buat untuk tugas english 2 dari bu dww hihihi
entar saya upload yang benar benar thesis idea saya. ohya, gimana pun juga, essay ini semoga memberi inspirasi bagi siapa saja yang tertarik

Filed under: IT project, artificial inteligence, dss, ide skripsi, ide TA, kecerdasan buatan, penjurusan, prediksi, thesis idea