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p-Index From 2020 - 2025
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This Author published in this journals
All Journal International Journal of Computing Science and Applied Mathematics Journal Social Science And Technology For Community Service
M. Fikri Hidayatullah
Politeknik Harapan Bersama
Civil Engineering, Building, Construction & Architecture Computer Science & IT Economics, Econometrics & Finance Education Environmental Science Languange, Linguistic, Communication & Media Mathematics

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Comparative Study of KNN, SVM and Decision Tree Algorithm for Student’s Performance Prediction Slamet Wiyono; Dega Surono Wibowo; M. Fikri Hidayatullah; Dairoh Dairoh
(IJCSAM) International Journal of Computing Science and Applied Mathematics Vol 6, No 2 (2020)
Publisher : Institut Teknologi Sepuluh Nopember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12962/j24775401.v6i2.4360

Abstract

Students who are not-active will affect the number of students who graduate on time. Prevention of not-active students can be done by predicting student performance. The study was conducted by comparing the KNN, SVM, and Decision Tree algorithms to obtain the best predictive model. The model making process was carried out by the following steps: data collecting, pre-processing, model building, comparison of models, and evaluation. The results show that the SVM algorithm has the best accuracy in predicting with a precision value of 95%. The Decision Tree algorithm has a prediction accuracy of 93% and the KNN algorithm has a prediction accuracy value of 92%.
Pengembangan dan Implementasi Sistem Penerimaan Santri Baru Berbasis Website di Pondok Pesantren Imam Syafi’i Brebes Slamet Wiyono; M. Fikri Hidayatullah; Miftakhul Huda
Journal of Social Sciences and Technology for Community Service (JSSTCS) Vol 4, No 2 (2023): Volume 4, Nomor 2, September 2023
Publisher : Universitas Teknokrat Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33365/jsstcs.v4i2.3763

Abstract

Pondok pesantren Imam Syafi'i Brebes memiliki kebutuhan untuk meningkatkan efektivitas dan efisiensi dalam penerimaan santri baru. Tujuan pengabdian masyarakat ini adalah memberikan kemudahan kepada pengelola dan staff pondok dalam proses penerimaan santri baru di Pondok Pesantren Imam Syafi’i Brebes. Metode yang digunakan adalah pelatihan dan pendampingan dalam pengembangan dan implementasi sistem informasi berbasis website. Hasil utama yang diperoleh adalah sistem informasi penerimaan santri pada pondok pesantren Imam Syafi’i Brebes yang dapat mengelola data pendaftar, data santri, dan data pembayaran. Simpulan utama yang dapat diambil adalah kegiatan ini mendapatkan respon positif dan apresiasi dari pengelola pondok. Keberartian pengabdian masyarakat ini adalah memberikan kontribusi bagi pengembangan ilmu pengetahuan, teknologi, dan masyarakat.
Co-Authors Dairoh Dairoh, Dairoh Dega Surono Wibowo Miftakhul Huda Slamet Wiyono Slamet Wiyono