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All Journal TEKNIK INFORMATIKA JURNAL DERIVAT: JURNAL MATEMATIKA DAN PENDIDIKAN MATEMATIKA Infotech Journal JUPITER (Jurnal Pendidikan Teknik Elektro) CESS (Journal of Computer Engineering, System and Science) SMATIKA Jurnal Informatika Upgris Fountain of Informatics Journal JOURNAL OF APPLIED INFORMATICS AND COMPUTING International Journal of Technology And Business Khadimul Ummah Journal of Social Dedication Jurnal Inotera JSiI (Jurnal Sistem Informasi) JURNAL MANAJEMEN (EDISI ELEKTRONIK) IJISTECH (International Journal Of Information System & Technology) Shirkah: Journal of Economics and Business Indonesian Journal of Applied Informatics Simtek : Jurnal Sistem Informasi dan Teknik Komputer Progresif: Jurnal Ilmiah Komputer Indonesian Journal of Community Services Jurnal Informatika dan Rekayasa Elektronik Generation Journal JATI (Jurnal Mahasiswa Teknik Informatika) INFORMASI (Jurnal Informatika dan Sistem Informasi) Jurnal Sistem Komputer & Kecerdasan Buatan G-Tech : Jurnal Teknologi Terapan TIN: TERAPAN INFORMATIKA NUSANTARA Infotech: Journal of Technology Information Jurnal Teknologi Informatika dan Komputer Journal of Computer Networks, Architecture and High Performance Computing Infokes : Jurnal Ilmiah Rekam Medis dan Informasi Kesehatan Idealis : Indonesia Journal Information System SKANIKA: Sistem Komputer dan Teknik Informatika IJISTECH Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer) Infotech: Jurnal Informatika & Teknologi International Journal of Community Service International Conference on Industrial Revolution for Polytechnic Education Buletin Sistem Informasi dan Teknologi Islam Jurnal Ilmu Komputer dan Teknologi (IKOMTI) Jurnal Informatika Teknologi dan Sains (Jinteks) Journal of Management and Digital Business Duta.com : Jurnal Ilmiah Teknologi Informasi dan Komunikasi Prosiding Seminar Nasional Hasil-hasil Penelitian dan Pengabdian Pada Masyarakat Duta Abdimas: Jurnal Pengabdian Masyarakat Proceeding of International Conference Health, Science And Technology (ICOHETECH) Prosiding Seminar Nasional Teknologi Informasi dan Bisnis LOFIAN: Jurnal Teknologi Informasi dan Komunikasi Innovative: Journal Of Social Science Research Prosiding Seminar Informasi Kesehatan Nasional Journal Of Artificial Intelligence And Software Engineering Jurnal INFOTEL Jurnal Sains, Nalar, dan Aplikasi Teknologi Informasi SmartComp Smatika Jurnal : STIKI Informatika Jurnal Jurnal Teknik Silitek
Nurchim
Universitas Duta Bangsa Surakarta
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Pengembangan Model Rekomendasi Produk UMKM Albis Menggunakan Item Based Collaborative Filtering Muhammad Hafizh Al Mustofa; Nurmalitasari Nurmalitasari; Nurchim Nurchim
Buletin Sistem Informasi dan Teknologi Islam (BUSITI) Vol 5, No 2 (2024)
Publisher : Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/busiti.v5i2.2271

Abstract

UMKM atau Usaha Mikro, Kecil, dan Menengah adalah salah satu komponen penting yang mendukung perekonomian Indonesia, dijalankan oleh perorangan atau badan usaha dengan penghasilan tertentu setiap tahunnya. UMKM Albis, yang bergerak di bidang penjualan produk frozen food sejak tahun 2020 dan menawarkan 40 produk dengan berbagai merek. Banyaknya pilihan membuat pelanggan kesulitan dalam menentukan produk yang akan dibeli. Penelitian ini bertujuan memudahkan konsumen dalam memilih produk menggunakan model item-based collaborative filtering. Metode ini memberikan rekomendasi berdasarkan kemiripan antar produk menggunakan cosine similarity dan prediksi rating pengguna. Model ini menunjukkan kinerja yang baik dengan nilai MSE terendah sebesar 0,05416 dan RMSE sebesar 0,232724, Evaluasi tersebut menunjukkan bahwa model memiliki tingkat kesalahan yang rendah.
Analysis of Moving Average and RSI Parameter Variations on XAU/USD Trading Signals Musarof Morisrona; Nurmalitasari; Nurchim
Jurnal Teknologi Informatika dan Komputer Vol. 12 No. 2 (2026): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v12i2.3529

Abstract

Technological developments in the financial sector have encouraged the use of technical analysis to support decision-making in trading activities. Two widely used technical indicators are the Moving Average (MA) and the Relative Strength Index (RSI), which provide information regarding market trends and momentum. This study aims to analyze the formation of trading signals on XAUUSD by automatically determining MA and RSI parameters using Python. The data used consisted of XAUUSD daily historical data from January to December 2025. The research stages included data collection, data preprocessing, MA and RSI parameter determination, indicator calculation, trading signal generation, result visualization, and result analysis. Parameter determination was performed by testing various indicator combinations to obtain values that matched the characteristics of the dataset. The results showed that the system selected MA Short 20, MA Long 40, and RSI 21 as the optimal parameter combination. These parameters generated 205 BUY signals and 26 SELL signals, resulting in a total of 231 trading signals. The findings indicate that automatic parameter determination using Python can be utilized to obtain indicator parameters that are aligned with the characteristics of historical XAUUSD data.
Co-Authors Abdullah Abdullah Syaifudin Achmad Sholichin Afu Ichsan Pradana Agus Riyanto Agustina Srirahayu Ahmad Qashid Husaini Ahmad Setiawan Alberthino Ramadhan Oktaviano Andrean, Fauzi Andy Ariyanto Ardi Lestari, Sofiana Ardianto Pambudi arif wicahyanto Assidiq, Abdul Hafid Atmojo, Fattah Satrio Atmojo, Fernando Winantya Aulia, Sherina Revita Awang Long, Zalizah Bagus Muhammad Latif Bangun Prajadi Cipto Utomo Bondan Wahyu Pamekas Carolina Wibowo, Anita Dwi Hartanti Dwi Kurniawan Saputro Edy Kurniawan Eko Purwanto Faiq Muhammad, Nibras Fendi Untoro Feri Setiyono Gabriel Ardana Gabriel Yafet Ardana Hasanah, Herliyani Herliyani Hasanah Ibnu Bagus Setiawan immaculata yolia dewi Widayanti Indah Nofikasari Indriyas Kukuh Wijayanti Intan Oktaviani Irawan, Etwin Hendri Irwan Budianto Krisna Joko Purjianto Kurniawan, Daniel Ade Mahendra Abdul Rahman, Rizqy Maskhul Ryan Ibrahim Maulindar, Joni Muhammad Hafizh Al Mustofa Muhammad Ilham Pratama Muhammad Nibras Faiq Muhammad Rais Ramadhani Mumu, Raul Galvin Rudolf Munaiseche, Christian Imanuel Musarof Morisrona Muttaqi, Bagas Ningsih, Pipin Widya Novemy Triyandari Nugroho Novianto, Novianto Nugroho, Mohammad Yusuf Nurhayati Nurhayati Nurlita, Catarina Ivanda Nurmalitasari Nurmalitasari Nurmalitasari Nurmalitasari Permatasari, Hanifah Pipit Vidianti Pramono Pramono Pramono Pramono Prasetya, Ian Putra Prastyo, Okik Dwi Pratama, Wahyu Adi Putra Prasetya, Ian Putra Prasetya Putra Pratama, Dita Putra, Wihan Perkasa Nugraha Ragil Saputro, Abdullah Rahadian, Dwiki Rasya Rahma Fauzia Madaningrum Ramadhani, Rafli Rudi Susanto Rukmini, Siti Safina Callistamalva Arindrajaya Santoso, Tri Djoko Saputra, Muchammad Yoga Sari, Nur Avia Adenta Setrayana, Abiyyu Sholeh Abdul Irfan Torodipo Sholeh, Ilham Sholichin, Achmad Singgih Purnomo Sopingi SRI SUMARLINDA Sulistyo Wahyu S Suryadi, Agung Suryani, Fajar Suryani, Fajar Suryani Taufik Hidayat Tejo Arum, Dinenda Tri Djoko Santosa Untoro, Fendi Uvi Firgianingsih Uvi Firgianingsih Vihi Atina Widayanti, immaculata yolia dewi Wijayanti, Indriyas Kukuh Wijiyanto Yommy Adhiwira Yudha Yunita Wisda Tumarta Arif Zalizah Awang Long Zalizah Awang Long