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Peran Imbalan Hadiah dalam Meningkatkan Kepuasan dan Mengurangi Niat untuk Keluar Karyawan
Jurnal Ilmiah Serat Acitya
Vol 14
, No 2
(2025)
Penelitian ini bertujuan untuk menganalisis pengaruh pemberian imbalan hadiah terhadap niat untuk keluar karyawan, baik secara langsung maupun tidak langsung melalui kepuasan kerja sebagai variabel mediasi. Fenomena turnover intention menjadi tantangan yang signifikan bagi perusahaan, terutama di industri otomotif yang memiliki tingkat persaingan tinggi. Penelitian ini menggunakan pendekatan kuantitatif dengan metode survei terhadap 121 karyawan tetap dari berbagai perusahaan otomotif di Kota Se...
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Predicting First-Year Student Performance with SMOTE-Enhanced Stacking Ensemble and Association Rule Mining for University Success Profiling
Kikunda, Philippe Boribo
; Kasongo, Issa Tasho
; Nsabimana, Thierry
; Ndikumagenge, Jérémie
; Ndayisaba, Longin
; Mushengezi, Elie Zihindula
; Kala, Jules Raymond
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
This study examines the application of Educational Data Mining (EDM) to predict the academic per-formance of first-year students at the Catholic University of Bukavu and the Higher Institute of Edu-cation (ISP) in the Democratic Republic of Congo. The primary objective is to develop a model that can identify at-risk students early, providing the university with a tool to enhance student support and academic guidance. To address the challenges posed by data imbalance (where successful cases outnu...
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2 Sitasi
Penerapan metode radial basis function neural network dalam memprediksi curah hujan
AKSIOMA : Jurnal Matematika dan Pendidikan Matematika
Vol 16
, No 2
(2025)
North Tapanuli Regency is highly vulnerable to natural disasters such as floods and landslides due to high rainfall intensity and complex geographical conditions. To anticipate these risks, this study aims to predict rainfall using the Radial Basis Function Neural Network (RBFNN) method. The number of nodes in the input layerwas determined based on significant lags identified in the Partial Autocorrelation Function (PACF) plot. The hidden layerwas constructed using the K-Means clustering method...
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Implementation Science Practical at SMP Negeri 1 Sambi, Boyolali, Indonesia
JOURNAL OF BIOLOGY LEARNING
Vol 7
, No 2
(2025)
Low frequency and minimal practicum facilities have become the main problems in the implementation of science learning at SMP Negeri 1 Sambi, Boyolali. According to the Minister of National Education Regulation Number 24 of 2007, the learning process requires facilities and infrastructure that support optimal implementation. The benefits of science practicum include increasing students’ motivation to learn science and providing opportunities for them to satisfy their curiosity through scientific...
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Comparative Analysis of Classification Models for Competencies Certification: A Data Mining Approach
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
This study elaborates the application of various machine learning (ML) algorithm models to identify the classification of employee competency to take the competency certification needed to support the work. The goal is to choose the best ML model to improve accuracy, scalability, and fairness. The algorithms to be tested in this study are Logistic Regression, SVM, KNN, and Naive Bayes as traditional algorithms with Random Forest as an ensemble algorithm. This study took data from 13,830 employee...
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The Effect of Adding Turmeric Powder (Curcuma domestica Val.) and Patin Fish (Pangasius sp.) on the Physical, Chemical, and Preference Level of Fish Balls
Journal of Food and Agricultural Product
Vol 5
, No 2
(2025)
Turmeric is a spice that contains curcuminoid compounds with various benefits for body health. Meatballs are a food that is loved by the community and is generally made from beef. Beef has high levels of cholesterol and saturated fatty acids. The use of catfish has the advantage of being cheaper and lower in cholesterol and the addition of turmeric is expected to produce meatballs that have antioxidant activity. The purpose of that study was to determine the effect of the addition of turmeric p...
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Pelatihan Pembuatan Kosmetik Moisturizing Lipcream Sebagai Upaya Peningkatan Keterampilan Dan Kewirausahaan Bagi Siswa – Siswi Di Slb Huntap Palu
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 2
(2025)
Kegiatan pengabdian kepada masyarakat berupa Pelatihan Pembuatan Kosmetik Moisturizing Lipcream sebagai Upaya Peningkatan Keterampilan dan Kewirausahaan bagi Siswa/i di SLB Huntap Palu telah dilaksanakan pada 5 Agustus 2025, dengan melibatkan guru-guru SLB Huntap Palu sebagai peserta. Program ini bertujuan untuk meningkatkan kompetensi guru agar mampu mengajarkan keterampilan pembuatan lipcream kepada siswa, sehingga mereka memperoleh bekal keterampilan praktis sekaligus peluang berwirausaha. Me...
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Peningkatan Kompetensi Menulis Bagi Mahasiswa Politeknik Yakpermas Banyumas Melalui Pelatihan Penulisan Artikel Ilmiah
Inayah, Mazidah Noer
; Budiarti, Suci Indah
; Widyayanti, Oksita Asri
; Nurcahyanti, Khusnul Khotimah Arum
; Rahmansyah, Ilham
; Alifah, Assha Luthfianie
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 2
(2025)
Menulis artikel ilmiah seringkali menjadi tantangan tersendiri bagi mahasiswa. Beberapa kesulitan yang dihadapi mahasiswa dalam menulis diantaranya membuat parafrase kalimat, menyajikan dan menjelaskan data hasil penelitian, terbatasnya referensi, hingga rendahnya motivasi dalam menulis. Oleh karena itu, diperlukan kegiatan pelatihan penulisan artikel ilmiah bagi mahasiswa dengan tujuan memberikan pengetahuan dan pemahaman (edukasi) serta melatih keterampilan menulis artikel ilmiah dengan baik...
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Self Efficacy Sebagai Mediator Prestasi dan Minat BelajarTerhadap Kemampuan Praktik Tune Up Siswa SMK
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 2
(2025)
This study aims to examine the role of self-efficacy as a mediator in the influence of achievement and learning interest on the practical ability of engine tune-up in eleventh grade students of the Light Vehicle Engineering Expertise Program at Muhammadiyah Seputih Raman Vocational High School. This study used an ex post facto method with a population of all students totaling eighty-four students and the sampling technique was carried out saturated. The research instrument was prepared in the fo...
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Mechanical Properties of Epoxy Composite Reinforced with Spent Coffee Ground and Coffee Husk
Etanto Heiliano Wijayanto
; Imran, Al Ichlas
; Siregar, Januar Parlaungan
; Mohd Ruzaimi Mat Rejab
; Tezara Cionita
; Wisnu Prayogo
; Deni Fajar Fitriyana
; Rozanna Dewi
; Thomas Junaedi
; Agustinus Purna Irawan
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 4
(2025)
This study aims to investigate the effect of increasing the concentration of natural filler on the mechanical properties of Spent Coffee Ground (SCG) / Coffee Husk (CH) reinforced epoxy matrix composite. The materials used in this study are epoxy resin as a matrix and waste coffee grounds and coffee husks as natural fillers with sizes of 100-mesh and concentrations of 10, 20, and 30 wt.%. The results showed that SCG 10 wt.% produced the best mechanical properties compared to the other samples ba...
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