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SRJK (Sistem Rekomendasi Jurusan Kuliah)

2024 | DEVELOPMENT.
StoryThis system was developed as part of a research project aimed at helping high school students choose college majors that match their academic abilities. It utilizes historical report card grade patterns to increase their chances of being accepted into universities through non-test selection pathways.
ImpactProvided students with accurate major recommendations based on historical data, effectively helping them make informed decisions for university entrance selections.
SRJK (Sistem Rekomendasi Jurusan Kuliah) image 1SRJK (Sistem Rekomendasi Jurusan Kuliah) image 2SRJK (Sistem Rekomendasi Jurusan Kuliah) image 3SRJK (Sistem Rekomendasi Jurusan Kuliah) image 4
Challenge

Many high school students struggle to choose a college major that suits their interests and abilities.

Low graduation rates in national university entrance selection (PTN).

Solution

Implemented a Naive Bayes Classifier to predict the most suitable major based on report card grade patterns.

Utilized Euclidean Distance to match grade patterns with historical data of successful students.

Tested model accuracy using Leave-One-Out Cross Validation (LOOCV).

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Adrian Sutansaty

Adrian Sutansaty

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