Article Per Year (5 Year)
p-Index From 2020 - 2025
5.613
P-Index
This Author published in this journals
All Journal Jurnal Penelitian dan Pengembangan Pendidikan Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK) Jurnal Teknologi Informasi dan Ilmu Komputer Jurnal Ilmu Sosial dan Ilmu Politik (JISIP) Media Penelitian Pendidikan : Jurnal Penelitian dalam Bidang Pendidikan dan Pengajaran SASINDO E-Dimas: Jurnal Pengabdian kepada Masyarakat Journal DaFIna - Journal Deutsch als Fremdsprache in Indonesien SASINDO Jurnal Ilmiah Universitas Batanghari Jambi Arsitektura : Jurnal Ilmiah Arsitektur dan Lingkungan Binaan Desimal: Jurnal Matematika Indonesian Journal of Artificial Intelligence and Data Mining JURNAL PENDIDIKAN TAMBUSAI Jurnal Ilmiah Mandala Education (JIME) Jurnal Kajian Ilmiah Kesehatan Dan Teknologi (JKIKT) Social, Humanities, and Educational Studies (SHEs): Conference Series Bhamada: Jurnal Ilmu dan Teknologi Kesehatan (E-Journal) Jurnal Bahasa Indonesia bagi Penutur Asing (JBIPA) Journal of Food and Culinary Academic Journal of Educational Sciences (Jurnal Akademik bidang Ilmu-Ilmu Pendidikan) Vox Populi Economicus: Jurnal Ekonomi dan Manajemen Jurnal Pustaka Mitra : Pusat Akses Kajian Mengabdi Terhadap Masyarakat International Journal on Education Insight PEDAGOGI: Jurnal Ilmiah Pendidikan International Journal of Ethno-Sciences and Education Research Ta'rim: Jurnal Pendidikan dan Anak Usia Dini eProceedings of Engineering Innovative: Journal Of Social Science Research IJESPG (International Journal of Engineering, Economic, Social Politic and Government) journal Sasindo : Jurnal Pendidikan Bahasa dan Sastra Indonesia Kohesi: Jurnal Sains dan Teknologi Morfologi : Jurnal Ilmu Pendidikan, Bahasa, Sastra dan Budaya IIJSE VISA: Journal of Vision and Ideas Jurnal Accounting Information System (AIMS) Jurnal Riset Teknik Komputer Seroja Husada: Jurnal Kesehatan Masyarakat KALBISIANA Jurnal Sains, Bisnis dan Teknologi Epaper Bisnis: International Journal Entrepreneurship and Management Khidmat: Journal Community Service Bhamada: Jurnal Ilmu dan Teknologi Kesehatan (E-Journal) Jurnal Agrisep Jurnal Pengabdian Kepada Masyarakat
Larasati Larasati
Unknown Affiliation
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Medicine & Pharmacology Nursing Physics Public Health Social Sciences Transportation Veterinary Other

Published : 56 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Indonesian Journal of Artificial Intelligence and Data Mining

 1 
Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM) Methods to Forecast Daily Turnover at BM Motor Ngawi Larasati, Larasati; Saadah, Siti; Yunanto, Prasti Eko
Indonesian Journal of Artificial Intelligence and Data Mining Vol 7, No 1 (2024): March 2024
Publisher : Universitas Islam Negeri Sultan Syarif Kasim Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24014/ijaidm.v7i1.27643

Abstract

The number of motorcycles on the report of Indonesian BPS statistics from the Indonesian State Police between 2019 to 2021 by its type has increased annually. Routine motorcycle checks, services, and maintenance are essential to keep a motorcycle in good condition and more durable; therefore, buying spare parts is enlarged in line with the growth of public motorcycle ownership. The necessity of buying spare parts increases with the growth of public motorcycle ownership. Numerous stores in Ngawi offer motorcycle spare parts and check services for routine motorcycle maintenance. One of these stores is BM Motor. To develop an effective product-selling strategy, it is essential to forecast the daily turnover of the shop. To achieve this, the present research aims to analyze the daily turnover using Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM). These methods were applied to a time-series dataset, allowing for an in-depth examination of the patterns and trends in the shop's turnover. The research compares several hyperparameter tunings and scenarios to optimize the models that forecast daily turnover data at the store. The outcomes presented that the LSTM model achieved a lesser MAE score of 0.087, while the RNN model scored 0.092. These findings proved that the LSTM model achieved lower MAE than the RNN model, it means LSTM is more accurate than the RNN model.
Co-Authors Afina Nurfauzia Agus Wismanto Alif Pranata ALKHUSARI Amalia, Ridha Amaniarsih, Dwi Suci Aminuyati Amrina Rosada Ana Hardiana Anesa Surya Annisa Annisa Anziila, Astrid Shalli Ari Fajar Santoso Arif Pristianto Arisul Ulumuddin Arumjati, Vernilina Oktaeighta Arumjati, Vernillina Oktaeighta asrul, nurmahyuni Aulia, Rara Ayu, Andini Sukma Batubara, Didiek Hardadi Cahyadi, Muhammad Mukhlis Cahyani, Indah Sinawang Christine Indrianny Tanod Dewi Sartika Munthe Dhata Praditya Djunaedi, Mira Kartika Dewi Dwi Santoso, Andreas Edy Purwo Saputro Eka Rahma Ningsih Elena Prida Fahlevi, Zhillan Zhalila Farid Rahman Fauzia, Nabila Atika Firdha Senja Maelaningsih Fitriani Freddy Johanis Rumambi Girly Risma Firsty Hanum, Atiqa Nur Latifa Hernawan, Alisha Deanna Hernina, Hernina Hesti Mayasari Ila Rosmilawati Indriani, Virania Intan Intan Isti Andini Jamalini Putri Tampubolon Jasmine, Safira Amalia Jaya, Indra Frana Jenny Indrastoeti Siti Poerwanti Joko Joko Kholidah Nur KUNTARI, SEPTI Kurniawan Kurniawan Kusuma, Dimas Wiradarma Laksono Trisnantoro Latif Anshori Kurniawan Laura Shafarina Madeten, Sisilya Saman Mahatma, Mahatma Maria Arina Luardini Marisi Pakpahan Maswanku, Luwemba Musa Meilani, Chelsy Mirza Fadil Monica, Vina Muchammad Hamdani Muhamad Farhan Muhammad Reza Aulia Muhlis Muhlis Mutaqin, Jenal Najwa Lubis Nanik Setyawati Ngatmini Ngatmini Nihayati, Arina Oktariana Pramiastuti Prasti Eko Yunanto Purwadhi Purwadhi Puspitasari, Devi Ambarwati Qohardita, Risa Riadoh Riadoh Rima Harsa Alquraisi Rini Kuswati Roni Kurniawan Rosmiati, Neni Rosyidah Rosyidah, Rosyidah Rotua Lenawati Tindaon Rudi Ruswandi Sachlan, Muhammad Gizwa Afdhallah Selvi Ramadani Sepiyan, Deni Septiyani, Retnosyari Setiawan, Rizki Siswanto PHM Siti Helmyati Siti Saadah Soffi Widyanesti Priwantoro, Soffi Widyanesti Subhan Widiansyah Sulaeman, Putri Amanah Suyoto Suyoto Tryana, Anjas Utami, HR. Utami, Nurul Putrie Wahyu S.J. Saputra Wibowo, Asep Wijana, Miki Wisnu Ananta Kusuma Wiyadi Wiyadi Yani Restiani Widjaja, Yani Restiani Yenda Sarfida Yuliana, Wahyu Prapti Yunika, Fisi Dwi Zainal Arifin Zeze Zakaria Hamzah