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Samsudin, Samsudin
Universitas Islam Negeri Sumatera Utara
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Journal : JOURNAL OF APPLIED INFORMATICS AND COMPUTING

 1 
Prediction of Basic Commodity Prices at the Cooperative, SME, and Trade Office Using the Least Squares Method Purwani, Desy; Samsudin, Samsudin
Journal of Applied Informatics and Computing Vol. 8 No. 2 (2024): December 2024
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v8i2.8141

Abstract

The Cooperatives, Small and Medium Enterprises (SME), and Trade Office is responsible for managing national affairs related to maintaining the prices of basic commodities, including the implementation of technical instructions and regulations. A significant issue faced by the office is the lack of accessible information on estimated prices of basic commodities for both the public and government. This gap primarily stems from the absence of an information system in the Pematang Siantar City area capable of publishing these estimates. The purpose of this study is to design and develop a web-based system for predicting basic commodity prices, which will record annual price fluctuations for various basic commodities at the Cooperative, SME, and Trade Office. The findings of this study will provide policymakers with a better understanding of commodity prices in traditional markets within Pematang Siantar City, serving as a foundation for future price estimations. This is particularly relevant for market operations aimed at controlling unreasonable price increases. The Least Squares method was employed to calculate the estimated prices, with the system achieving a Mean Absolute Percentage Error (MAPE) of 14.20%, indicating that the system can predict market prices with a reasonable degree of accuracy.
Co-Authors Abdullah Abdullah Adinda Ayu Mega Pramesti Adinda Priyamita Adinda, Sity Tree Adnan Buyung Nasution Afridayani Afridayani Afsha Zahara Ahmad Hariandy Harahap Alchemi Putri Juliantika Kusdiana Alda Penira Ali Ikhwan Ali Ikhwan Almansah, Dani Alyan Fatwa Alyuda, M Farhan Amalia Syahfitri Andika, Reza Anggika Wardani Anggika Wardani Aninda Muliani Aninda Muliani anju sitompul Aryati Aryati Asbullah, Jumjumi Aulia Pratama Tambunan Bagus Setiawan Bagus Setiawan Batubara, Ayu Azzahra Beni Frandian Bilbi Huzaimi Mahmuda Dalimunthe, Tursina Juliani Danang Wahyu Wicaksono Dandi Fratama Wardana Dedyka Syahputra Dian El Arafiah Saragih Dian Pratiwi Diana Asmarani Siregar Diana, Dwi Rahmadani Ivan Disnu Panggabean Dwi Nenda Putri Dwi Silviana Elfany Rizqi Syaputri Elly Supiah Pane Erlina, Fazira Fadiah Nurhani Fadiah Nurhani Fadillah, Muhammad Rizki Fahira Khalisyah Risqullah Fajrillah, Fajrillah Fara Diva, Anggrayani FATHIYA HASYIFAH SIBARANI Fauzia Mahyarani Fitrah Al Mubaroq Geubrina Rizka Utami Sinaga Ginting, Natal Gustantia, Dwi Haloho, Melanthon Pardamean Hasibuan, Inneke Nugroho Hasibuan, Siti Aisyah Husna, Fauziatun Ichsan, Muhammad Ichsan Ilka Zufria Indri Ayu Ningrum Indriana Siagian Jaka Gunawan Juliati Nasution, Yenni Samri Jumjumi Abullah Laila Nurzanah Lubis, Ali Topan Lutfil, Muhammad Lutfil Amin Siregar M Fakhriza M. Fakhriza Maulana, Dimas Krisna Maya Juliana Ritonga Merliana Putri Hasibuan Mhd. Nazar Alfian Harahap Mia Nurjannah Miftah Siregar Mohammad Badri Muhamad Alda Muhammad Amsari Lubis Muhammad Arifin Lubis Muhammad Dedi Irawan Muhammad Hendrik Koto Muhammad Hendrik Koto Muhammad Ikhsan Muhammad Khoir Al Alim Manurung Muhammad Naufal Tiyar Muhammad Rafli Hakim Muhammad Rizky Dermawan Muhammad Syafri Fauzi Muliani Harahap, Aninda Muthmainnah Mutiara Indriani Mutia Dwi Pratika Mutiara Sakinah Nadhilah Zahrina Nasution, Anggi Refachriati Nasution, Muhammad Irwan Padli Novri Karno Dwi Putra Nurhadijah Nurhadijah Nurhalizah Nurhalizah Nurhidayah Simbolon Nurini Siregar Pane, Rizky Hidayat Pasaribu, M Arif Rahmat Poppy Hidayah Pradana, Reza Pradana, Surya Ardi Pratiwi, Yulisa Nanda Prawira, Yudhi Prawira PRIA MITRA PURBA Purba, Rizki Ikhwansyah Purwani, Desy Putra, Muklas Adi Putri Sri Rezeki Rahma Azizah Lubis Rahma Dipa Salsabil Rahmadani, M.A. Annisa Raissa Amanda Putri Rakha, Riyan Hidayat Ramadhani, Vidya Raudhatul Jannah Rayhan Alpatih Atsil Reni Yunita Reza Pradana Riri Syafitri Lubis Rivaldi, Rifky Rizal, Yazid Khairul Rohmad Shobirin Roza, Yuda Fakhri Samsul Bahri Siagian Sandra Fitrie Saripah Aini Pohan Septiana Dewi Andriana, Septiana Dewi Sinaga, Rani Jumiannisa Siregar, Saparuddin Sri Astuti Sri Astuti Suendri Suendri Suendri Suendri, Suendri Sulistio, Rahmat Syahranitazli Syahranitazli Syahranitazli Tamara Putri Tamaulina Tama Tasya Azra Rizkya Umri Tasya Maulariqa Insani Taufik Qurrahman Taufiq Annur Harahap Teguh Kurniawan Triase Triase triase Triase Triase Triase Triase Triase Triase, Triase Ulfa Fadilah Usman, Usman Winda Junarda Wulan Suci Wulandari, Novika Yani, Sefty Yanti, Asni Rahma Yudha Sansena Yudhanata, Ridho Dwi Zahra Azura