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Journal : Jurnal Manajemen Informatika

Perbandingan Metode Exponential Smoothing dan Moving Average pada Arus Barang Bongkar Almaliki, Muhamad Faza; Isnawaty, Isnawaty; Satyadharma, Maudhy; Hado, Hado
Jurnal Manajemen Informatika JAMIKA Vol 14 No 2 (2024): Jurnal Manajemen Informatika (JAMIKA)
Publisher : Program Studi Manajemen Informatika, Fakultas Teknik dan Ilmu Komputer, Universitas Komputer Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34010/jamika.v14i2.12828

Abstract

In the logistics and distribution sector, an accurate understanding of the patterns of unloaded freight flows is essential for efficient operational planning. In this context, data analysis methods are key to understanding trends, seasonal patterns, and short-term fluctuations in the flow of unloaded goods. The purpose of this research is to understand the difference between Exponential Smoothing and Moving Average forecasting techniques as a more accurate forecasting technique in predicting the volume of unloaded goods flow. The methodology in the data analysis stage in this research consists of four stages, namely data preparation, creating functions, creating GUI, and displaying visualisation results. The conclusion obtained from this research is that the Exponential Smoothing method with an alpha value of 0.9 has results that are close to the actual value that has been determined. This can be seen from the results of the Mean Absolute Error which describes the average absolute prediction error, Mean Squared Error which describes the average of the squares of prediction errors, Mean Absolute Deviation which describes the average prediction error in the same unit as the data and Mean Absolute Percentage Error which describes the average percentage of prediction errors where the resulting values are 388501761.94 for MSE and 2.55 for MAPE values, then for MAE of 14681.39 and for MAD of 14681.39.
Co-Authors Abu Yasid, Satriyawan Adris Ade Putra Ahiula Ahlan, LM Anzar Al Maliki, Muh. Faza Aldinoman Almaliki, Muhammad Faza Andi Bahrun Arifin, Muh Arsyad, La Ode Muhamad Nurrakhmad Asana, Annur Ramadhani Asis, Patta Hindi Asriyati Asriyati, Asriyati Assegaf, Muhammad Baladin, La Ode Bana, Sahindomi Dahlan Sabar, Anwar Djiddin, Muh. Alwaliy EKO WAHYU PRASETYO Elwan, La Ode Fasikin, La Ode Ferima, Ferima Fidmasari, Rezki Firmansyah Hado Hado Hasina Hado, Hado Hasanuddin, Siti Namira Hasina, Hado Hasmina Tari Mokui Hawa, Sitti Herya, Bony Hidayat, Ahid Ichwan Sjachraw, La Ode Muhammad Ikhsan, Zanuar Ilham, Vickky Anggara Isnawaty Isnawaty, Isnawaty Jaya Saputra, Yusuf Karamani, Dinar Dina Kasim, Syaifudin Suhri L. Musa, Indrawati La Ode Wahiyuddin, La Ode Lakawa, Irwan Laode, Ringo Taufan Mahdar Mahdar, Mahdar Marlany Rachman, Ranno Mattalitti, Muhammad Ihsan Maya Sari Muhamad Faza Almaliki Murdiansyah, Eko Bambang Nasiru, Asfa Neni Susanti, Neni Nuhun, Ridwansyah Nurrakhmad Arsyad, La Ode Muhamad Ode Abdul Harlan, La Ode Aliatin Wuga, La Ode Fasikin, La Ode Muhammad Ichwan Sjachrawy, La Ode Rusli, Alfasari Puspitafuri, Cindy Putera, Zulfikar Rachman, Ranno Marlany Rajulan, Muhammad Razinati, Siti Sabara, Ronald Safitri, Triana Nur Sahupala, Rahmawati Sanur, Muhammad Saputra, Yusuf Jaya Silondae, Tina Trisarana Andriani Siolimbona, Indra Sirait, Adjaran Sjachrawy, La Ode Muhammad Ichwan Sufrianto, Sufrianto Suhri Kasim, Syaifudin Sulistyo, Galih Adi Sumiyadi Sumiyadi Surya Idrus, Shinta Sutriana, Rina Syaiful Syaiful . Taufik, Yani Taziruddin Thasman, Thasman Try Sugiyarto Ulfah Attamimi, Ulfah Wuga, La Zulfikar Putra