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Journal : Jurnal Teknologi Informasi : Jurnal Keilmuan dan Aplikasi Bidang Teknik Informatika

DETEKSI WARNA KULIT DAN REKOMENDASI PALET WARNA BERDASARKAN SEASONAL COLOR MENGGUNAKAN CNN Adzkia, Hawarizmi Ummul; Asriyanik, Asriyanik
Jurnal Teknologi Informasi: Jurnal Keilmuan dan Aplikasi Bidang Teknik Informatika Vol. 19 No. 2 (2025): Jurnal Teknologi Informasi : Jurnal Keilmuan dan Aplikasi Bidang Teknik Inform
Publisher : Universitas Palangka Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47111/jti.v19i2.20597

Abstract

The Personal Color trend has grown significantly, assisting individuals in selecting clothing colors that complement their skin tone. This research aims to develop a system using Convolutional Neural Networks (CNN) to detect skin tones from photos and recommend color palettes based on Seasonal Color Theory. The system categorizes skin tones into the four seasonal types: Winter, Summer, Autumn, and Spring, and provides tailored clothing color suggestions. By applying machine learning, this system offers a personalized solution for clothing selection, enhancing the shopping experience. It aligns with the growing popularity of Personal Color trends, helping users make more confident and informed color choices that suit their individual characteristics.
ARIMA (AUTOREGRESSIVE INTEGRATED MOVING AVERAGE) SEBAGAI ALGORITMA PREDIKSI TINGKAT PEMBATALAN HEREGISTRASI MAHASISWA BARU DI UNIVERSITAS X Rahmawati, Verra Sri Yulia; Setiawan, Iwan Rizal; Asriyanik, Asriyanik
Jurnal Teknologi Informasi: Jurnal Keilmuan dan Aplikasi Bidang Teknik Informatika Vol. 18 No. 2 (2024): Jurnal Teknologi Informasi : Jurnal Keilmuan dan Aplikasi Bidang Teknik Inform
Publisher : Universitas Palangka Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47111/jti.v18i2.14913

Abstract

The digitalization era has transformed education, impacting new student admissions in Indonesia, which has various universities: State, Official, Religious, and Private. These universities share common procedures for admitting new students: file selection, test selection, and re-registration. However, many new students cancel their re-registration due to financial constraints, distance, or choosing another campus. Some students neglect the re-registration process until the deadline passes, affecting the accreditation of study programs and the reputation of the campus. To address this issue, a prediction model for re-registration cancellation rates can evaluate campus performance in attracting new students. The ARIMA algorithm (AutoRegressive Integrated Moving Average) is proposed as a suitable prediction model for time series data. This model can help universities identify and address factors leading to re-registration cancellations, thereby improving their performance and reputation. Using the SEMMA (Sample, Explore, Modify, Model, Assess) data mining methodology, the research produced an evaluation matrix with RMSE (Root Mean Square Error) values for various features: "non_registered" (145.77), "parents_income" (0.84), "parents_job" (4.07), and "entrance" (0.16). Additionally, the correlation matrix revealed two variables with a high influence on the target: "entrance" (0.85) and "parents_income" (0.68).
Co-Authors Abhista Hibatullah, Akbar Adi Sunarto, Asril Adiwijaya, Fahmi Adzkia, Hawarizmi Ummul Afiansyah, Rifan Agung Pambudi Agung Pambudi Akyas Hifdzi Rahman, Rifqi Alifatih, Auriel Haiqal Asep Budiman Kusdinar Asep M.Ramdan Asep Muhamad Ramdan Asril Adi Sunarto Azhilla Margiani Saraswati Budhy Adzy, Luthfy Budiman Kusdinar, Asep Dafa Satria Sidik, Muhamad Dang Kurniawan, Dito DANNY RAMADHAN Daris Riyadi Didik Indrayana Din Azwar Uswatun Edward, MA Algifari Eka Fitriah, Tika Elwanda Putra, Isra Fadhil Faizal Akbar Fahmi Nurfalah Fajar Hikmal Gunawan Fathia Frazna Az-Zahra Fathia Frazna Azzahra Frananda Adiezwara Ramadhan, Mohamad Frazna Azzahra, Fathia Frazzna Az-zahra, Fathia Ilmi Barokah Indra Griha Tofik Isa iqbal setiawan Isa, Indra Griha Tofik Iwan Rizal Setiawan Jamaludin, Firdaus kania, euis Kokom Komariah Kokom Komariah Larasati Mayan Pramesti Lelah Lelah Lelah Lelah Leonita Siwiyanti lucky valiant M. Rizky Suherlan M.Ramdan, Asep MA Algifari Edward Maulana Muhammad Rizky Mohamad Nurizki Mohamad Ridwan Mokhamad Hendayun Mubharak, Gilang Fauzul Muhammad Drajat Ramdhani muhammad musyfik Muhammad Zaynurroyhan Mulud Muchamad, Reski musyfik, muhammad Nesta Suandana, Ilham Nur Asiah Ramdani Nuraeni, Fika Nurmilah, Risma Nurmillah, Risma Prajoko . Prajoko Prajoko Putra, Muhammad Rafli Afandi Rahmawati, Verra Sri Yulia Ramadhan, Vito Rambe, Sarah Syakira Ramdan, Adam Rijal Agus Rusmana Risma Nurmilah Riyadi, Daris Rustiandi, Ryan Santiastry, Sany Sarah Novia Hermawanti Soebandi, Andry Subhan, Roby Azhari Suhendar Syafira Zahara Syah Rizal Fauzy Syahputra, M Ramdhan widi aulia rohmah Winda Apriandari Winda Apriyandari Zahra, Fathia Frazna Az