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Pengaplikasian Algoritma Simple Linear Regression untuk Prediksi Harga Rumah di Jabodetabek Berdasarkan Fitur Lokasi dan Luas Bangunan
Parhusip, Jadiaman
; Julian, Ary Sigit
; Hidayat, Febrian Nur
; Souk, Jeremy Timothy
; Fakhri, Naufal
; Parhusip, Jadiaman
; Julian, Ary Sigit
; Hidayat, Febrian Nur
; Souk, Jeremy Timothy
; Fakhri, Naufal
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 2
(2025)
Penelitian ini menggunakan data sekunder yang telah melalui beberapa proses pra-pengolahan, mencakup penanganan data yang hilang, standarisasi data numerik, serta konversi data kategorikal menggunakan teknik One-Hot Encoding. Sebagian besar data (80%) digunakan dalam tahap pelatihan, sedangkan 20% sisanya digunakan untuk tahap pengujian, sedangkan model diimplementasikan dengan metode LinearRegression() pada library scikit-learn. Hasil evaluasi menunjukkan bahwa model berhasil menangkap hubungan...
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Comparative Study of Recurrent Neural Network (RNN) and Extreme Learning Machine (ELM) in Predicting Bank Central Asia’s Stock Price
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
Predicting stock prices is an important financial topic, especially for investors who want to maximize profit and minimize risk. This research compares two machine-learning capabilities, a Recurrent Neural Network (RNN) and an Extreme Learning Machine (ELM), in predicting Bank Cental Asia (BBCA) stock prices. These two are chosen for their capabilities in handling time-series data. This research uses the data of BBCA’s daily prices over a certain period and involves several steps such as data co...
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Web-Based Honorarium Management Application for Contract Teachers at SMK Pelayaran Ampari Jayapura
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 3
(2025)
Manual honorarium management for contract teachers in vocational schools often leads to inefficiencies, inaccuracies, and lack of transparency. This study aims to design and implement a web-based application for managing honorarium data for contract teachers at SMK Pelayaran Ampari Jayapura. The research employed the Waterfall model as the system development methodology, comprising requirement analysis, system design, implementation, and testing phases. Data were collected through interviews, ob...
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Pengembangan Sistem Informasi Perpustakaan Universitas Sepuluh Nopember Papua Dengan Metode Air Terjun
Astrin Aprilia Umasugi
; Astika Ramadhani
; Emy L.Tatuhey
; Umasugi, Astrin Aprilia
; Ramadhani, Astika
; Tatuhey , Emy Lenora
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 3
(2025)
This study aims to design and develop a web-based Library Information System at the Sepuluh Nopember University of Papua to support the digitalization of library services in a more efficient and integrated manner. The development method used is the Waterfall model, with a UML-based modeling approach that includes Use Case, Activity, and Class Diagrams. The system is equipped with various features such as book and member management, QR Code-based borrowing and returning, statistical dashboards, a...
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Systematic Literature Review: Penggunaan Sensor dalam Deteksi Nyeri Wajah berdasarkan Database Publik
Azibi, Ahmad Izzu
; Hutabarat, Emy Priyanka
; Tarigan, Juan Kevin Timothi
; Sitorus, Zeremia Armando
; HS, Christnatalis
Dinamik
Vol 30
, No 2
(2025)
Deteksi nyeri objektif merupakan tantangan dalam dunia medis, terutama bagi pasien yang tidak mampu mengungkapkan rasa sakit secara verbal. Dengan kemajuan teknologi sensor dan kecerdasan buatan, sistem otomatis untuk mendeteksi nyeri berbasis sinyal fisiologis dan ekspresi wajah mulai dikembangkan. Studi ini bertujuan mengidentifikasi tren, metode, dan kualitas metodologis dari penelitian yang menggunakan database publik seperti BioVid Heat Pain, UNBC-McMaster, dan SenseEmotion dalam pengembang...
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Pemanfaatan Kombinasi Daun Kelor Dan Ikan Gabus Mengatasi Anemia Dan Penurunan Protein Pada Lansia Di Panti Lansia
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 1
(2025)
Anemia in the elderly often occured chronically. Attention to anemia in the elderly is very lacking compared to women of childbearing age. The condition of the elderly is usually degenerative and food intake decreases, causing the condition of their body protein to decrease. Albumin protein in the elderly is still very much needed to affect the brain, bone and muscle mass, immune system, metabolism, and health of hair, skin, and nails.
The purpose of utilizing local wisdom materials in the form...
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Tingkat Kemampuan Penyusunan RPPH Calon Guru PAUD di Era Kurikulum Merdeka Belajar
Anggara Dwinata
; Sayid Marifatulloh
; Emy Yunita Rahma Pratiwi
; Fannidya Hamdani Zeho
; Samsiah Samsiah
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 1
(2025)
The role of the independent learning curriculum influences the level of early childhood education institutions. This institution has the responsibility to actualize the preparation of daily learning implementation plans as a form of guidance in carrying out the learning process every day. The format for compiling RPPH consists of program identity, materials, tools and materials, learning resources, series of activities, learning models, and assessments. The research method used is a quantitative...
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SISTEM PENGENDALI HAMA PADA TANAMAN PADI BERBASIS IoT MENGGUNAKAN TENAGA SURYA PADA MASYARAKAT DESA WUKIRSARI
Maulana Wahid, Rindo
; Santoso, Gatot
; Hani, Slamet
; Hamzah, Amir
; Raharjo, Suwanto
; Setyaningsih, Emy
Gaung Informatika
Vol 16
, No 2
(2024)
The rice pest control system based on the Internet of Things (IoT) and powered by Solar Power Plants (PLTS) is an innovative solution aimed at enhancing productivity and sustainability in Indonesia's agricultural sector. This community service project, conducted in Wukirsari Village, Kapanewon Cangkringan, Sleman Regency, primarily focuses on addressing pest issues and technological limitations. The designed device integrates ultrasonic sensors and UV light controlled by the ESP32 microcontrolle...
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Gambaran Pengetahuan Bidan dalam Pemberian Antibiotik di Puskesmas Pembantu Desa Rossoan Kecamatan Enrekang Kabupaten Enrekang
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 2
(2024)
An adequate understanding on health workers on use antibiotics can prevent the treatment ineffective. Increased risk for the security patient and the spread resistence. The purpose of this research that is, to know the knowledge of midwives in provision of antibiotics for the patient. The kind of research non experiment by using the method case study a qualitative approach. The data using a method of in- depth interviews. The determination of inform with purposive technique. Inform were 6 people...
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Foto Produk UKM (Usaha Kecil Dan Menengah) Di Pasar Johar Selatan Kota Semarang
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 2
(2024)
In this digital era, product photos play a crucial role as the main tool to attract the attention of potential consumers. Community service in the form of product photography services emerged as a promising solution. This product photography service not only provides access to good quality product photos, but can also empower small and medium businesses to increase their presence in an increasingly competitive online market. This Community Service focuses on providing product photography service...
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