RANCANG BANGUN SISTEM INFORMASI ESTIMASI PENGELUARAN DAN PENDAPATAN AYAM PETELUR BERBASIS WEBSITE MENGGUNAKAN FORECASTING TIME SERIES

Wiguna, Muhammad Dimas Cakra Wira (2026) RANCANG BANGUN SISTEM INFORMASI ESTIMASI PENGELUARAN DAN PENDAPATAN AYAM PETELUR BERBASIS WEBSITE MENGGUNAKAN FORECASTING TIME SERIES. S1 thesis, Universitas PGRI Madiun.

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Abstract

Manual management of expense and revenue data in laying hen farms has the potential to cause recording errors, delays in report preparation, and difficulties in the decision-making process. This study aims to design and develop a website-based information system for estimating expenses and revenue in laying hen farming using time series forecasting with the moving average method. The system was developed using the Rapid Application Development (RAD) methodology and implemented using FastAPI as the backend framework, React as the frontend framework, and MYSQL as the database management system. The system provides features for managing feed data, chicken data, egg production data, expense and revenue transactions, reporting, forecasting, and user account management. The research results indicate that the system meets the users' functional requirements. Black Box Testing conducted on 16 test scenarios achieved a 100% success rate, while the Moving Average calculation test produced the same prediction result as the manual calculation, amounting to IDR 358,674,579.67, resulting in 100% conformity. Furthermore, the accuracy evaluation using Mean Absolute Percentage Error (MAPE) yielded a value of 41.5%, indicating a reasonably accurate forecasting performance. Therefore, the developed system is capable of supporting operational data management, report generation, and providing estimated expense and revenue information to assist decision-making processes at UD. WIGUNA laying hen farm

Item Type:	Thesis/Skripsi/Tugas Akhir (S1)
Kata Kunci:	Sistem Informasi; Forecasting Time Series; Moving Average; MAPE; Peternakan Ayam Petelur; Information System; Time Series Forecasting; Moving Average; MAPE; Laying Hen Farm
Subjects:	C Auxiliary Sciences of History > CE Technical chronology. Calendar T Technology > TD Environmental technology. Sanitary engineering T Technology > TP Chemical technology T Technology > TS Manufactures Z Bibliography. Library Science. Information Resources > Z719 Libraries (General)
Divisions:	Fakultas Teknik > Teknik Informatika
Depositing User:	CAKRA DIMAS MUHAMMAD
Date Deposited:	14 Oct 2026 04:22
Last Modified:	14 Oct 2026 04:22
URI:	http://eprint.unipma.ac.id/id/eprint/9924

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