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All Journal Journal of Vocational and Technical Education (JVTE) Journal of Emerging Information Systems and Business Intelligence (JEISBI)
Muhammad Zildan Faisal
Universitas Negeri Surabaya
Computer Science & IT Decision Sciences, Operations Research & Management Education Engineering Languange, Linguistic, Communication & Media Library & Information Science

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Pemodelan dan Simulasi Prediksi Pendapatan Penjualan Emas Dengan Menggunakan Metode Monte Carlo Muhammad Athoullah Aziman; Muhammad Zildan Faisal; Meidiana Hana Putri; Bonda Sisephaputra
Journal of Vocational and Technical Education (JVTE) Vol. 4 No. 2 (2022): September
Publisher : Fakultas Teknik Universitas Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26740/jvte.v4n2.p10-17

Abstract

Technology is currently growing rapidly in various fields. One of them is in terms of economics and business. The business of buying and selling gold is timeless and has been able to survive in the industrial sector to this day, but without careful calculations, not a few business people in this field have to go out of business. By utilizing technology, we implement simulations to predict Antam's gold stock for Monogold company using the Monte Carlo simulation method. This simulation aims to predict Antam's gold sales revenue and determine the maximum and minimum profit ranges from the aspect of inventory determination. The monte carlo simulation that was carried out resulted in a prediction of sales profit with the dominance of the emergence of a profit of 1,320,000 with a predicted stock of gold sold of 66 grams. The monte carlo simulation carried out can also determine the minimum profit of Antam's gold sales of 560,000 with 28 grams of gold sold and the maximum profit of antam's gold sales of 3,320,000 with 166 grams of gold sold. Teknologi saat ini semakin berkembang pesat di berbagai bidang. Salah satunya adalah dalam hal bidang ekonomi dan bisnis. Bisnis jual beli emas tak lekang oleh waktu dan mampu bertahan dalam sektor industri hingga saat ini, akan tetapi tanpa perhitungan yang matang tidak sedikit dari pebisnis di bidang ini harus gulung tikar. Dengan memanfaatkan teknologi, kami melakukan penerapan simulasi guna memprediksi persediaan emas antam untuk perusahaan Monogold dengan metode simulasi monte carlo. Simulasi ini bertujuan untuk memprediksi pendapatan penjualan emas antam dan menentukan kisaran keuntungan maksimum dan minimum yang ditinjau dari aspek penentuan persediaan. Simulasi monte carlo yang dilakukan menghasilkan prediksi keuntungan penjualan dengan dominasi kemunculan keuntungan sebesar 1.320.000 dengan stok emas terjual yang diprediksi sebanyak 66 gram. Simulasi monte carlo yang dilakukan juga dapat menentukan besar keuntungan minimal penjualan emas jenis antam sebesar 560.000 dengan jumlah emas yang terjual sebanyak 28 gram dan keuntungan maksimal penjualan emas jenis antam sebesar 3.320.000 dengan emas yang terjual sebanyak 166 gram.
Information System Design For HSE Awards At PT Wijaya Karya Muhammad Zildan Faisal; Ardhini Warih Utami
Journal of Emerging Information Systems and Business Intelligence (JEISBI) Vol. 7 No. 1 (2026): Vol. 07 Issue 01
Publisher : Universitas Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26740/jeisbi.v7i1.72717

Abstract

The Health Safety and Environment (HSE) Awards is an appreciation program by PT Wijaya Karya (Persero) Tbk for projects that successfully implement occupational safety, health, and environmental protection standards. The current evaluation process is conducted manually using Microsoft Excel, which is inefficient, time-consuming, and prone to subjective bias, particularly when multiple projects achieve identical scores. This research aims to design and develop a web-based information system to support the evaluation and selection of HSE Awards winners. The Multi-Attribute Utility Theory (MAUT) method was employed because of its effectiveness in handling multiple criteria and heterogeneous sub-criteria, thus ensuring fairer and more structured results. System development followed the Rapid Application Development (RAD) methodology, which shortens planning, design, and implementation phases, while Laravel and MySQL were used as the core technologies. Testing results demonstrate that the system improves efficiency, accuracy, and transparency in the evaluation process. Consequently, the proposed system contributes to better decision-making and enhances the objectivity of HSE Awards implementation.
Co-Authors Ardhini Warih Utami Bonda Sisephaputra Meidiana Hana Putri Muhammad Athoullah Aziman