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All Journal KONSELI: Jurnal Bimbingan dan Konseling (E-Journal) Tadris: Jurnal keguruan dan Ilmu Tarbiyah Jurnal Ijtimaiyya Bina Al-Ummah Binus Business Review KOMUNIKA Jurnal Ilmiah Ekonomi Islam PEMBELAJAR: Jurnal Ilmu Pendidikan, Keguruan, dan Pembelajaran Anfusina: Journal of Psychology SAMARAH: Jurnal Hukum Keluarga dan Hukum Islam ILKOM Jurnal Ilmiah JURNAL PENDIDIKAN TAMBUSAI Ensiklopedia of Journal Islamic Guidance and Counseling Journal JIKAP PGSD: Jurnal Ilmiah Ilmu Kependidikan Building of Informatics, Technology and Science Jurnal Ilmiah Edunomika (JIE) Community Development Journal: Jurnal Pengabdian Masyarakat International Journal of Advanced Technology in Mechanical, Mechatronics and Material (IJATEC) Journal of Computer Networks, Architecture and High Performance Computing International Journal of Mechanical Engineering Technologies and Applications (MECHTA) Kirana: Jurnal Komunikasi dan Penyuluhan Pertanian Jurnal Pengabdian Masyarakat (ABDIRA) Journal Corner of Education, Linguistics, and Literature Al-Idzaah : Jurnal Dakwah dan Komunikasi Brilliance: Research of Artificial Intelligence JUrnal Riset Ilmu Pendidikan Jurnal PADAMU NEGERI (Pengabdian pada Masyarakat Bidang Eksakta) Digital Transformation Technology (Digitech) JURNAL ECONOMINA JGK (Jurnal Guru Kita) Sahabat Sosial: Jurnal Pengabdian Masyarakat Seminar Nasional Hasil Penelitian LP2M UNM Jurnal Agroindustri Pangan Paramacitra : Jurnal Pengabdian Masyarakat Attadrib: Jurnal Pendidikan Guru Madrasah Ibtidaiyah Jurnal Abdi Negeriku Jurnal Penelitian Teknik Sipil Konsolidasi DIPANEGARA KOMPUTER SISTEM INFORMASI (DIPAKOMSI) JURNAL ORTO DIDAKTIKA Jurnal Sistem Informasi dan Teknologi Informasi Omni Health Journal Jurnal Pendidikan Jasmani, Olahraga dan Kesehatan (Jp.jok)
Faizal Faizal, Faizal
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Journal : ILKOM Jurnal Ilmiah

 1 
Application of General Regression Neural Network Algorithm in Data Mining for Predicting Glass Sales and Inventory Quantity Suryani, Suryani; Intan, Indo; Mochtar Yunus, Farhan; Haris, Adammas; Faizal, Faizal; Nurdiansah, Nurdiansah
ILKOM Jurnal Ilmiah Vol 15, No 2 (2023)
Publisher : Prodi Teknik Informatika FIK Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v15i2.1562.229-239

Abstract

FF Jaya Glass is a shop that supplies and installs 3 mm to 12 mm glass. The store obtained glass from suppliers to be processed in shape and size according to customers’ order. After completing the customer's order, the shop worker will install the glass at the requested location. Unfortunately, currently stores do not utilize sales data to predict sales either manually or by utilizing technology. As a result, the store cannot predict when the number of glass orders will increase or decrease. In addition, errors often occur when ordering glass for the next period. As a result, stores often run out of glass supplies due to the large number of glass orders so that the achievement of profits is not optimal. This study aims to identify sales variables in glass sales data and build a general regression neural network model as a data mining method. In addition, this study aims to iterate to find the best value in the sales data training process, design and create applications according to user needs, and conduct system validation tests. The general regression neural network method is used to predict sales. The results of this study indicate that the application of general regression neural networks can be used to predict sales. This will make it easier for the store to provide glass supplies in the coming months with an accuracy of 98.1%.
Co-Authors Agus Taufik, Agus Agustang, Andi Aguzman, Glory Ahyuna Ahyuna, Ahyuna Aini Nurul Akbar Akbar Akbar Bahtiar Akhriana, Asmah Alirmansyah, Alirmansyah ANDIKA SAPUTRA Andriadi Andriadi Anisa Mawarni Anita Trisiana, Anita Annah Annah, Annah Arwansyah Arwansyah Ashari, Irma Asrial Auliya, Rezky Bahtiar, Akbar Bastiana Bastiana Berti Anggraini, Rima Chairil M Noor, Chairil M Dhani Aryanto, Dhani Djoko Hadi Prajitno Dwiyatmi Sulasminah Erfan Hasmin Fariza Makmun Firdausi, Dzihan Khilmi Ayu Fitri Yanti Fitriana, Zakiah Dewi Gartika Rahmasari, Gartika Hadi Pranoto Hanasi, Raihan A. Hardi Hardi, Hardi Haris, Adammas Hasriani Hasriani, Hasriani Hasyrif SY Hera Wahyuni Heriadi, Herman Hermansyah, Ahmad Hery Widijanto Ilfiandra Ilfiandra Indo Intan Indriana Indriana, Indriana Indryani, Andi Vika Izham, Khairul Jaelani T, Muhammad Rezky Jauhari, Tantowi Jawar, Martafina Johanis, Andrew Ridow Khairullah, Khairullah Khumairah Aminuddin, St. Alifah Rizqah Lestari, Nanda Lulu Ulfa Sholihannisa M, Nurhikmah Marsa, Marsa Michael Octavianus Mochtar Yunus, Farhan Muhamad Yazid Bustomi Muhammad Aqil Muhammad Wiharto Mulyani, Kahar Nani Rohaeni, Nani Ningrum, Endah Prawesti Nirwana, Nirwana Nurdiansah, Nurdiansah Nurdin, Abdul Rahim Nurmahadi, Nurmahadi Nurul Fitriah Aras Permana, Erwin Prakosa, Gatot Hendro Pratama, Arkjun Yudistira Pratama, Naufal Randi Pratiwi, Tiara Iskandar Pratiwi, Wike Putri Ramadhani, Putri PUTRI WULANDARI Qosasi, Achsanul Rahmat Rahmat Rahmi R, Nurazizah Restuningsih, Ani Rohman, Muhammad Afif Syaifur Said, Awayundu Saleh, Wizerti Ariastuti Salman Salman Sitti Aisa, Sitti Somalinggi, Anastasya Sari Suhartini, Sugih Sukariyan, Sukariyan Sumarlin Mus Sumarlin, Antonius W. Surahman Wilade Suryani Suryani Suryani Suryani SYAHRIAL SYAHRIAL Syamsiar, Syamsiar Syamsudddin, Sadly Taufiq, Agus Thabrani, Thabrani Thabrani. R, Thabrani. R Tontowi Jauhari Topan, Topan Usman Usman Valentino, Benta W Soetikno, Y Johny Wanci, Risman Wastam Wahyu Hidayat Wati, Naurin Julia Widi, Muhammad Naufal Widyastuti Widyastuti Wiwik Handayani Yolesna, Hesti Yusuf, Harlin Yusuf, Harlina Zulfitrah, Zulfitrah