EVALUASI KINERJA KLASIFIKASI DATA UNTUK LAYANAN AKADEMIK DAN PREDIKSI KELULUSAN MAHASISWA
DOI:
https://doi.org/10.52972/hoaq.vol10no2.p87-91Keywords:
Decision support system, evaluation, lecturer, TOPSIS, tridharmaAbstract
STIKOM Uyelindo Kupang was established in the year 2000 as an information technology-based tertiary institution which has three study programs, namely under graduate of informatics engineering, diploma three informatics engineering and under graduate of information systems. The three study programs always strive to improve the status of accreditation by continuously improving internal quality and making accreditation a strategy to compete with other universities. To maintain quality, STIKOM Uyelindo Kupang, especially the undergraduate informatics engineering study program routinely monitors and evaluates the performance of lecturers. The problem that is often faced in routine monitoring and evaluation of lecturer performance is the performance evaluation process that is still objective so that to overcome these problems, a decision support system is needed that can assist in evaluating the performance of lecturers at STIKOM Uyelindo Kupang. The purpose of this study is to make a decision support system for the assessment of performance of lecturers of the first-degree informatics engineering study program at STIKOM Uyelindo Kupang using TOPSIS method. The results of this study are in the form of a desktop-based application that can facilitate the monitoring and performance evaluation teams of lecturers in evaluating the performance of lecturers of study programs.
References
Ginting, S. L. BR, Zarman, W. , Hamidah, I.. Analisis Dan Penerapan Algoritma C4.5 Dalam Data Mining Untuk Memprediksi Masa Studi Mahasiswa Berdasarkan Data Nilai Akademik, Prosiding Seminar Nasional Aplikasi Sains & Teknologi (SNAST)
Bhardwaj B. K. and Pal S. 2011 Data Mining : A prediction for performance improvement using classification (IJCSIS) International Journal of Computer Science and Information Security
Larose, D. T. 2005. Discovering Knowledge in Databases. New Jersey: John Willey & Sons Inc.
Patil, T. R., Sherekar, M. S., 2013, Performance Analysis of Naive Bayes and J48Classification Algorithm for Data Classification, International Journal of Computer Scienceand Applications, Vol. 6, No. 2, Hal 256-261
Bustami., 2013, Penerapan Algoritma Naive Bayes Untuk Mengklasifikasi Data Nasabah Asuransi, TECHSI : Jurnal Penelitian Teknik Informatika, Vol. 3, No.2, Hal. 127-146..
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