Article Per Year (5 Year)
p-Index From 2021 - 2026
4.2
P-Index
This Author published in this journals
All Journal Sainteks Prosiding Semnastek Semesta Teknika JOURNAL OF SCIENCE AND SOCIAL RESEARCH Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD Jurnal SAINTIKOM (Jurnal Sains Manajemen Informatika dan Komputer) Jurnal Ekonomi Jutech: Jurnal Teknologi Informasi Jurnal Sistem Informasi Journal of Computer Science Advancements
Vany Terisia
Institut Teknologi Dan Bisnis Ahmad Dahlan, Jakarta
Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Engineering Mechanical Engineering Medicine & Pharmacology Social Sciences

Published : 31 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 31 Documents
Search

 1   2   3   4 
STUDENT GRADUATION PREDICTION USING DECISION TREE ALGORITHM WITH CRISP-DM METHOD (CASE STUDY: ITB AHMAD DAHLAN) Husni, Kholilah; Sestri, Elliya; Terisia, Vany
Journal of Computer Science Advancements Vol. 3 No. 5 (2025)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/jsca.v3i5.2429

Abstract

On-time graduation is an important indicator of higher education effectiveness; however, delays in student graduation are still observed at ITB Ahmad Dahlan Jakarta. This study develops a student graduation prediction system using the Cross-Industry Standard Process for Data Mining (CRISP-DM) methodology and the Decision Tree algorithm based on historical academic data. The model was built through six CRISP-DM stages, including problem understanding, data preparation, modeling, and evaluation. Testing results indicate high performance with an Accuracy of 97.44%, Precision of 97.14%, Recall of 100%, and F1-Score of 98.55%. This system has the potential to support strategic decision-making to enhance academic quality through data-driven approaches.
Co-Authors Adhitio Satyo Bayangkari Karno Akmal Annafis Cakranegara, Pandu Adi Daruningsih, Kukuh Diana Yusuf Diana Yusuf Dodi Arif Elliya Sestri Fahrul Razi Fahrul Razi Fauzan, Alif Raihanza Fiqhri, Zul Gumelar, R Tommy Husni, Kholilah Indri, Indri Mulyani Karno, Adhitio Satyo Bayangkari Lyscha Novitasari Muhajir Syamsu Muhajir Syamsu Muhammad Ilham Pakawaru Nada Kamilia Nurjayanti , Revi Pradanni Kresna Mukti Prita Niken Puspita Putra, Yoga Rarasto Putri, Nadia Natasya Raihan, Dendi Reza Fitriansyah Risaldi, Fahmi Riska Sulistiani Rizky, Haikal Sestri, Elliya Sestri, Ellya Shevti Arbekti Arman Silvia Ningsih Stefani Lily Indarto Sudarwanto, Pantja Syamsu, Muhajir Syehand Aby Riano Tanti Widia Nurdiani Toha, Muhamad Toha, Muhamad Toha Widi Hastomo YUSUF, DIANA