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All Journal Jurnal Teknoif Teknik Informatika Institut Teknologi Padang Jurnal Elektronika dan Teknik Informatika Terapan
Jufriadif Na’am
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Computer Science & IT Control & Systems Engineering

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SIMULASI MONTE CARLO UNTUK ESTIMASI PENGADAAN ATK (STUDI KASUS DI INSTITUT TEKNOLOGI PADANG) Hamdi Habdillah; Jufriadif Na’am
Jurnal Teknoif Teknik Informatika Institut Teknologi Padang Vol 12 No 1 (2024): TEKNOIF APRIL 2024
Publisher : ITP Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21063/jtif.2024.V12.1.56-61

Abstract

Office Stationery (ATK) is one of the operational needs at the Padang Institute of Technology (ITP). Stationery procurement is carried out twice a year with an annual budget submission. ATK management is carried out manually starting from requests to the transaction system. Current conditions have resulted in procurement planning not being measured, resulting in running out of certain items in the middle of the period or excess of certain items at the end of the year. How to help the procurement department to determine procurement estimates, so that they can provide goods optimally and use the budget more effectively and efficiently for the coming period. Processing is carried out on ATK transaction data using the Monte Carlo simulation method. Simulation stages include determining probability, calculating cumulative distribution, determining intervals of random numbers, forming random numbers and creating simulations. The results of the simulations carried out can determine the estimated quantity of goods procurement and can reduce procurement costs by 25.6% when compared to procurement in the previous even semester period. The level of accuracy of results in predicting future conditions depends on the amount of historical data involved in this process. The simulation method used can be adjusted to the object being studied and the variables that object has.
Identifikasi Penerimaan Pinjaman Modal Usaha dengan Metode Backward Chaining Miftahul Mardiyah; Jufriadif Na’am; Gunadi Widi Nurcahyo
Jurnal Elektronika dan Teknik Informatika Terapan ( JENTIK ) Vol. 3 No. 2 (2025): Juni: Jurnal Elektronika dan Teknik Informatika Terapan (JENTIK)
Publisher : Politeknik Kampar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59061/jentik.v2i2.763

Abstract

Cooperatives are financial institutions in conducting savings and borrowing transactions. This study aims to identify borrowers accurately so that the distribution of funds is right on target. The method used is Backward Chaining. The results of this study are the level of accuracy in identifying loan recipients to be high, namely loan funds can be disbursed within one day. So this study can be used as a recommendation in identifying borrowers in all cooperatives.
Co-Authors Gunadi Widi Nurcahyo Hamdi Habdillah Miftahul Mardiyah