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All Journal ITEj (Information Technology Engineering Journals) METHOMIKA: Jurnal Manajemen Informatika & Komputerisasi Akuntansi Jurnal Sisfokom (Sistem Informasi dan Komputer) Jurnal Ilmiah ILKOMINFO - Ilmu Komputer & Informatika International Journal of Engineering, Science and Information Technology JURNAL ILMIAH GLOBAL EDUCATION Journal of Renewable Energy, Electrical, and Computer Engineering TECHSI - Jurnal Teknik Informatika Sisfo: Jurnal Ilmiah Sistem Informasi Jurnal Teknologi Terapan and Sains 4.0 Buletin Pengabdian Jurnal Malikussaleh Mengabdi Journal of Advanced Computer Knowledge and Algorithms INOVTEK Polbeng - Seri Informatika
Fuadi, Wahyu
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PERAMALAN PENJUALAN ELEKTRONIK MENGGUNAKAN METODE SINGLE EXPONENTI SMOOTHING DAN DOUBLE EXPONENTIAL SMOOTHING PADA TOKO LINA MANDIRI ELEKTRONIC CUNDA Karmawati, Karmawati; Fuadi, Wahyu
Sisfo: Jurnal Ilmiah Sistem Informasi Vol. 1 No. 1 (2017): Sisfo: Jurnal Ilmiah Sistem Informasi, Mei 2017
Publisher : Universitas Malikussaleh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29103/sisfo.v1i1.255

Abstract

Toko Lina Mandiri Elektronic adalah salah satu merupakan toko yang bergerakdalam bidang penjualan barang-barang elektronik di cunda. Hasil nilai error MSEyang terkecil pada ramalan Kulkas/LG/GN-V191RL terdapat pada metode (SES)adalah 64.5833. Ramalan penjualan TV/LG/32LF550A memiliki nilai MSE yangterkecil terdapat pada metode (SES) adalah 46.8590. Ramalan penjualanAC/LG/T09NLA memiliki nilai MSE yang terkecil terdapat pada metode (SES)adalah 35.4012. Ramalan penjualan Mesin Cuci/LG/WP-905R memiliki nilai MSEyang terkecil terdapat pada metode (SES) adalah 48.0187. Ramalan penjualan RiceCooker/Miyako/MCM-608 memiliki nilai MSE yang terkecil terdapat padametode (SES) adalah 65.4379. Ramalan penjualan Kipas Angin/Miyako/KAD-927memiliki nilai MSE yang terkecil terdapat pada metode (SES) adalah 68.1184.Ramalan penjualan Dispenser/Miyako/WD-588HC memiliki nilai MSE yangterkecil terdapat pada metode (SES) adalah 81.1303. Ramalan penjualan VCDPlayer /Polytron/3500 memiliki nilai MSE yang terkecil terdapat pada metode(SES) adalah 64.9826. Ramalan penjualan Speaker Aktif/Polytron/PAS 200memiliki nilai MSE yang terkecil terdapat pada metode (DES) adalah 36.9455.Peramalan penjualan elektronik yang tertinggi pada metode Single ExponentialSmoothing dan metode Double Exponential Smoothing terdapat pada barang RiceCooker/Miyako/MCM-608. Peramalan penjualan elektronik yang terendah padametode Single Exponential Smoothing dan metode Double Exponential Smoothingterdapat pada barang AC/LG/T09NLA.Kata kunci : Single Exponential Smoothing, Double Exponential Smoothing,Peramalan, MSE, Penjualan Elektronik.
Cosmetic Shop Sentiment Analysis on TikTok Shop Using the Support Vector Machine Method Rahmawati, Rahmawati; Fuadi, Wahyu; Afrillia, Yesy
International Journal of Engineering, Science and Information Technology Vol 4, No 2 (2024)
Publisher : Department of Information Technology, Universitas Malikussaleh, Aceh Utara, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52088/ijesty.v4i2.498

Abstract

User reviews are crucial in today's digital world for determining a product's quality. Nevertheless, these remarks are frequently disorganized and erratic, which confuses people and makes it challenging for them to make wise purchases. The erratic character of these reviews breeds uncertainty and makes determining a product's actual value more difficult. To help consumers more effectively evaluate and select products on platforms such as TikTok Shop, this study uses sentiment analysis tools. It hopes to accomplish this by improving the overall shopping experience and empowering customers to make more confident and informed selections. This research aims to assist consumers in evaluating and selecting products on TikTok Shop, an online shopping platform, by employing sentiment analysis techniques that help consumers make more informed decisions. In this study, a total of 500 comments from TikTok Shop users were collected as data. 350 comments have been set aside for training and 150 comments were set aside for testing. Data was gathered employing scraping, an automated process that makes use of the Python library's Selenium module to retrieve data from the internet. We employed the Support Vector Machine approach, an efficient machine learning tool for text classification, to assess the comments. 121 comments were categorized as having positive sentiment and 29 as having negative sentiment based on the test results. The system successfully recommended the "Ourluxbeauty" cosmetics store as a shop with many positive sentiments, indicating a recommendation level of 0.7 on the positive sentiment scale. The system's accuracy was measured using a Confusion Matrix, resulting in an accuracy rate of 78% and an inaccuracy rate of 22%. This demonstrates that the system can accurately classify comment sentiments and has significant potential for application in e-commerce practices to enhance the online shopping experience.
Application of Off-Grid Solar Panels System for Household Electricity Consumptions in Facing Electric Energy Crisis Meliala, Selamat; Muhammad Jalil, Saifuddin; Fuadi, Wahyu; Asran, Asran
International Journal of Engineering, Science and Information Technology Vol 2, No 1 (2022)
Publisher : Department of Information Technology, Universitas Malikussaleh, Aceh Utara, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1122.382 KB) | DOI: 10.52088/ijesty.v2i1.199

Abstract

At this time the cost of electricity is very expensive which is felt by the community because the government is still exploring oil and natural gas which is the need for non-renewable energy sources that are running low. This non-renewable energy still dominates for power generation in the thousands of Mega Watts. To anticipate the problem of non-renewable energy that is so big, you can use the On Grid-Tie System, sunlight is converted into DC voltage through the Solar Module, a pure DC voltage that comes out of the solar module. And Off Grid-Tie System namely sunlight is converted into DC voltage through the Solar Module, pure DC voltage generated from the solar module. Then the pure DC voltage uses a DC to DC regulation module or is called a DC regulator. DC regulator which aims to regulate the storage of DC current into the battery. Then the battery is used to supply power to the inverter. The method used in this study uses an off-grid solar home system as a power supply for households that are far from the electricity network or save electricity consumption due to expensive electricity rates. For settings for the intensity of sunlight using a portable holder, the solar panels are shifted manually in order to get the optimal light intensity to produce large output power. In off-grid application testing at household loads, from a load test of 93.5 watts to 750 watts, it shows that the load current is getting bigger and the discharging current is also large so that the duration of using the off-grid system from a load of 93.5 watts is 6 hours long and at a load of 750 watts. up to 15 minutes. This is because the condition of the lead-acid battery is maintained from 13.56 to 11.5 Volt DC, the battery should not be forced below the 11.5 Volt voltage because it will cause damage to the battery. For the use of loads that respond to very high instantaneous currents such as electric irons, dispensers, rice cookers should use more batteries and use an off-grid system voltage higher than 12 Volt DC.
ANT COLONY OPTIMIZATION PADA E-TOURISM UNTUK PEMILIHAN LOKASI TEMPAT WISATA fuadi, wahyu; Fariadi, Dedi; Aqsa, Dina Alfini
Jurnal Teknologi Terapan and Sains 4.0 Vol 4 No 3 (2023): Jurnal Teknologi Terapan & Sains
Publisher : Universitas Malikussaleh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29103/tts.v4i3.14616

Abstract

Kota Lhokseumawe dan Kabupaten Aceh Utara merupakan kawasan yang menyuguhkan aneka ragam pesona yang tak kalah menarik dengan daerah lainnya, terutama pada bidang pariwisata, namun minimnya media untuk mendapatkan informasi mengenai tempat wisata di daerah tersebut membuat para wisatawan kesulitan untuk mendapatkan akses ke tempat tujuan wisata. Oleh karena itu, sangat dibutuhkan suatu aplikasi e-tourism untuk membantu para wisatawan dalam mempermudah akses ke tempat tujuan. E-tourism akan menjadi pemandu virtual untuk para penggunanya dimana didalamnya terdapat beberapa fitur seperti data informasi mengenai tempat wisata hingga memberikan rekomendasi rute yang optimal kepada penggunanya. Penentuan rute ke tempat tujuan menggunakan algoritma ant colony optimization sebagai metode dalam mengkalkulasikan jarak dari titik awal ke titik tujuan. Tahapan dalam petancangan aplikasi dimulai dari inisialisasi parameter dengan menentukan nilai node dari lokasi user berada ke titik tujuan, inisialisasi parameter seperti tetapan intensitas jarak semut (), pengendali visibilitas (), jumlah siklus semut (Q), visibilitas ditentukan dari node pada tabel list, menghitung probabilitas pada node dan melakukan update pheromone. Nilai dengan preferensi terbesar pada node akan dipilih sebagai hasil dari rute optimal. Hasil yang diperoleh berdasarkan pegujian, metode ant colony optimization dapat mencari rute terbaik berdasarkan kriteria tertentu seperti jarak, tikungan pada jalur yang ditentukan, maupun posisi user. Aplikasi e-tourism diharapkan dapat membantu wisatawan dalam memilih rute terdekat ke objek wisata yang dituju agar menghemat waktu dan pengeluaran selama melakukan perjalanan.
Meningkatkan Penulisan Karya Tulis Ilmiah dan Publikasi Guru di SMA Negeri 1 Lhokseumawe Ula, Mutammimul; Badriana, Badriana; Dinata, Rozzi Kesuma; Bintoro, Andik; Fuadi, Wahyu
Jurnal Malikussaleh Mengabdi Vol 2, No 1 (2023): Jurnal Malikussaleh Mengabdi, April 2023
Publisher : LPPM Universitas Malikussaleh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29103/jmm.v2i1.12357

Abstract

Peningkatan penulisan karya tulis ilmiah guru dapat dilihat dari berapa banyaknya tulisan/karya yang dihasilkan yang sesuai kompetensi yang dimiliki. Guru tidak hanya mengajar siswa di kelas namun juga dituntut untuk dapat menuliskan gagasan atau ide yang dapat dituangkan dalam tulisan yang dipublish di buku maupun jurnal ilmiah baik itu terakreditasi nasional maupun internasional. Salah satu ragam Dewasa ini kompetensi seseorang bisa dilihat dari berapa banyaknya tulisan yang dia buat sesuai kompetensi yang dimiliki. Tujuan pengabdian ini adalah untuk dapat meningkatkan kemampuan menulis dan pengembangan profesi guru yang dipublish di buku maupun jurnal ilmiah baik itu terakreditasi nasional maupun internasional. Metode pelaksanaan pengabdian ini dengan menggunakan library research. Dengan adanya pelaksaan pengabdian ini dapat meningkatkan kemampuan profesionalisme guru sekaligus memperbaiki kualitas pembelajaran dalam mengajar dengan siswa dikelas. selanjutnya publikasi ilmiah bagi guru sebagai prasyarat dalam kenaikan pangkat dan jabatan sehingga memberikan motivasi yang lebih kepada guru untuk dapat membuat karya ilmiah yang lebih berkualitas. Hasil dari pelaksanaan pengabdian ini Dapat menjadi acuan dalam membuat publikasi guru dan dapat menjadi salah satu syarat kenaikan pangkat dan jabatan guru. Eksistensi kompetensi guru bersangkutan dan juga mengembangkan dan menyebarluaskan keilmuan. Kemudian dengan adanya  pelatihan penulisan karya ilmiah bagi guru-guru dapat meningkatkan publikasi imiah bagi guru-guru tersebut. Kegiatan ini dapat membantu peserta guru dalam  menyusun  dan  memperbaiki kerangka  artikel  yang telah dibuat sebelumnya sehingga telah disertakan materi dan wawasan secara teknis maupun teoretis mengenai cara menulis jurnal yang akan diterbitkan jurnal nasional akreditasi.
Implementation of VRRP for Internet Optimization at Class I Sultan Iskandar Muda Meteorological Station - Banda Aceh Fajar, Kasihan Muhammad; Fuadi, Wahyu; Afrillia, Yesy
Journal of Renewable Energy, Electrical, and Computer Engineering Vol 4, No 1 (2024): March 2024
Publisher : Institute for Research and Community Service, Universitas Malikussaleh, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29103/jreece.v4i1.15812

Abstract

Class I Sultan Iskandar Muda – Banda The Aceh Meteorological Observatory is an environmental engineering implementing agency for observation and data processing, under the responsibility of the Meteorology, Climatology and Geophysical Agency. When using a government agency`s Internet network, failures such as unstable connections, failures, errors, and broken main routers often occur. If the main router goes down, no backup is available. To avoid this, a backup router must exist. Therefore, in this study, we apply an implementation of the virtual redundant router protocol to optimize the Internet network. The reseacrh aims explore to investigate the quality of WiFi network services. Researchers use her QoS analysis using packet loss, delay, and jitter parameters. Testing was conducted using Wireshark software during peak office hours in January and February 2023. The latency parameter findings were 3.49 ms in January and 4.89 ms in February on the main router (very good). The average jitter parameter was 3.49ms in January and 4.89ms in February (very good). The packet loss parameter is 2.05% (good) in February, while the overall average value in January is 0.83%. Overall, the calculation of the three parameters according to the TIPHON standardization is within a good range. His implementation of VRRP at the Sultan Iskandar Muda Weather Observatory proves the effectiveness of his VRRP in improving network availability and reliable backup systems.
The Use of Brown's Double Exponential Smoothing Method to Predict Harvest Yields in Horticultural Crops Mutiara, Mutiara; Fuadi, Wahyu; Maryana, Maryana
Journal of Advanced Computer Knowledge and Algorithms Vol 1, No 4 (2024): Journal of Advanced Computer Knowledge and Algorithms - October 2024
Publisher : Department of Informatics, Universitas Malikussaleh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29103/jacka.v1i4.17806

Abstract

Agriculture stands as a pivotal sub-sector within the economy of North Aceh. Among its primary commodities are horticultural crops, encompassing the cultivation of vegetables, fruits, medicinal plants, and ornamental flora. In endeavors to boost agricultural productivity and efficiency, the utilization of harvest prediction methodologies has grown increasingly indispensable. This study relies on historical harvest data spanning from 2017 to 2022 to forecast crops such as leafy greens, fruits, and medicinal plants. The selected plants for prediction include spinach, water spinach, cucumber, banana, durian, rambutan, ginger, lesser galangal, and turmeric. Data analysis employs Brown's double exponential smoothing method, selecting the α (alpha) parameter that minimizes the Mean Absolute Percentage Error (MAPE) for accurate forecasting. Spinach is anticipated to yield 1239.9508 quintals, with an α (alpha) parameter of 0.9 and a MAPE of 38.46%. Water spinach is forecasted to yield 2069.75 quintals, with an α (alpha) parameter of 0.5 and a MAPE of 18.14%. Cucumber is projected to yield 1023.22432 quintals, with an α (alpha) parameter of 0.4 and a MAPE of 31.51%. Consequently, the highest projected yield is for water spinach at 2069,75 quintals.
Empowerment of aquaculture farmer groups to enhance the productivity of vannamei shrimp (litopenaeus vannamei) through independent feed production training in Padang Sakti Village, Lhokseumawe City [Pemberdayaan kelompok petani tambak untuk meningkatkan produktivitas udang vannamei (litopenaeus vannamei) melalui produksi pakan mandiri di Gampong Padang Sakti, Kota Lhokseumawe] Ayuzar, Eva; Rusydi, Rachmawati; Mahdaliana, Mahdaliana; Khairawati, K; Rahmaniar, R; Fuadi, Wahyu
Buletin Pengabdian Bulletin of Community Services Vol 4, No 4 (2024): Bull. Community. Serv.
Publisher : The Institute for Research and Community Services (LPPM) Universitas Syiah Kuala (USK)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24815/bulpen.v4i4.41398

Abstract

Padang Sakti Village, located in Muara Satu District and approximately 500 meters from the Malikussaleh University campus, predominantly features traditional aquaculture ponds. Farmers in this village have primarily relied on natural feed sourced from the ponds, although shrimp require pelleted feed for optimal growth. This activity aims to enhance shrimp farming practices through community service, focusing on the cultivation and production of pelleted feed utilizing waste raw materials. The primary objective is to equip shrimp farmers with the knowledge and skills necessary for independent feed production. The methodology employed includes educational, participatory, and persuasive approaches to engage farmers effectively. Analysis of the training outcomes indicates that 90% of participating pond farmers expressed high satisfaction and demonstrated proficiency in ingredient mixing and pellet printing operations. In conclusion, this initiative not only imparts crucial knowledge but also fosters positive motivation among pond farmers, potentially leading to improved productivity in shrimp aquaculture.
Geographic Information System for Mapping Drug Abuse Areas in Lhokseumawe City Using the Average Linkage Method Syintia, Icut; Fuadi, Wahyu; Yunizar, Zara
Journal of Advanced Computer Knowledge and Algorithms Vol 2, No 1 (2025): Journal of Advanced Computer Knowledge and Algorithms - January 2025
Publisher : Department of Informatics, Universitas Malikussaleh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29103/jacka.v2i1.17804

Abstract

Aceh is one of the provinces in Indonesia where the development of drug abuse has increased. The system that runs at BNN Lhokseumawe City in recording data and information about drug abuse cases has not been integrated with the mapping of drug abuse areas. Therefore, BNN and Lhokseumawe City Police need a drug abuse area mapping system in the Lhokseumawe City area. This research aims to build a webgis-based geographic information system using the Google Maps API for map visualization. The data mining method used is Average Linkage, clustering is done based on the number of cases, number of suspects and population in each sub-district in Lhokseumawe City. Cluster 1 consists of 1 sub-district, namely Banda Sakti, which in cluster 1 has a relatively high average value compared to clusters 2 and 3 so that it is included in a very vulnerable level. In cluster 2 consists of 2 sub-districts, namely Muara Satu and Muara Dua, because this cluster has a medium average value compared to clusters 1 and 3 so that it is included in the vulnerable level. Whereas the cluster in cluster 3 consists of 1 sub-district, namely Blang Mangat, which in cluster 3 has a relatively lower average value than clusters 1 and 2 so that it is included in the moderately vulnerable level.
Pelatihan Penggunaan Alat Internet Of Things (IoT) untuk Monitoring Suhu dan kualitas Air Tambak di Kecamatan Dewantara Multazam, Teuku; Erliana, Cut Ita; Bakhtiar, Bakhtiar; Zulfia, Anni; Fuadi, Wahyu; Irwansyah, Defi
Jurnal Malikussaleh Mengabdi Vol 3, No 2 (2024): Jurnal Malikussaleh Mengabdi, Oktober 2024
Publisher : LPPM Universitas Malikussaleh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29103/jmm.v3i2.20480

Abstract

Penerapan dalam penggunaan alat internet of things mengenai monitoring dan pengembangan pengukuran kadar kualitas iar garam ramah lingkungan pada masing-masing meja. Langkah penting dalam pemanfaatan teknologi untuk meningkatkan kualitas dan keberlanjutan produksi garam ramah lingkungan. Tujuan pengabdian ini untuk mengedukasi para petani garam tentang pentingnya pemantauan berkelanjutan dengan internet of things dan penerapan IOT dalam melihat kadar air garam yang akan di produksi yang tidak hanya meningkatkan kualitas, namun juga mengurangi dampak lingkungan. Adapun teknologi yang digunakan dalam proses ini meliputi perangkat pemantauan kualitas air, mengukur kualitas air garam dan kondisi air garam pada masing-masing meja secara real-time, serta penerapan metode produksi yang meminimalkan limbah dan menghemat energi ramah lingkungan. Hasil pengabdian ini diharapkan para petani garam mampu memahami pentingnya menjaga keseimbangan ekosistem dalam proses produksi dan mampu memanfaatkan teknologi IOT dalam monitoring kualitas air garam untuk meningkatkan efisiensi produksi garam. Selanjutnya diharapkan dapat berkontribusi dalam membangun kesadaran akan pentingnya produksi garam ramah lingkungan dan mendukung pembangunan ekonomi berkelanjutan.
Co-Authors Aidilof, Hafizh Al Kautsar Akbar, Andry Maulana amri, maulana Andik Bintoro Angga Pratama Aqsa, Dina Alfini Asran Asran Badriana, Badriana Bakhtiar Bakhtiar Cut Ita Erliana Dedi Fariadi Eva Ayuzar, Eva Eva Darnila Fadlisyah Fadlisyah Fajar, Kasihan Muhammad Fajriana, Fajriana Halimatun Sakdiah, Halimatun Harahap, Lina Mardiana Irwanda Syahputra Irwansyah, Defi Jalila, Muhammad Mulkan Kamilaini, Kamilaini Karmawati Karmawati Kausar, M Reza Khairawati, K Kurniawati Kurniawati Lidya Rosnita Mahdaliana, Mahdaliana Marpaung, Rifky Firzani Maryana Maryana Maryana Maryana, Maryana MUHAMMAD TEGUH, MUHAMMAD Munawarah Munawarah, Munawarah Mutammimul Ula Mutia Zahara mutiara mutiara Naturizal, Rayhan Novita, Lilis Nunsina, Nunsina Pohan, Muhammad Wahyu Putri, Husna Moetia Rachmawati Rusydi, Rachmawati Rahma, Putri Rahmaniar, R Rahmawati M, Rahmawati Rahmawati, Rahmawati Ramazani, Ayu Razi, Ar Rini Meiyanti Risawandi, Risawandi RISKA YANTI, RISKA Riza, Saiful Rozzi Kesuma Dinata Saifuddin Muhammad Jalil Selamat Meliala Syintia, Icut Taufik, Nugraha Muhammad Teuku Multazam wandi, risa Yesy Afrillia Zahratul Fitri, Zahratul Zara Yunizar Zulfia, Anni