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Pengelompokan Tindak Kejahatan Berdasarkan Tempat Kejadian Perkara di Kota Binjai Menggunakan Metode Clustering : Studi kasus: Polres Binjai
Herdina Putri Ahmadi
; Magdalena Simanjuntak
; Muammar Khadapi
Saturnus: Jurnal Teknologi dan Sistem Informasi
Vol 3
, No 3
(2025)
Crime is a social issue that continues to evolve alongside increasing community activity and regional development. This study aims to Cluster crime data in Binjai City based on the location of incidents using the K-Means algorithm and the Cross Industry Standard Process for Data Mining (CRISP-DM) approach. The data were obtained from the Binjai Police Department, with attributes including the type of crime, time of occurrence, and location, categorized by district. A comprehensive data preproces...
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Rancang Bangun Identifikasi Kehadiran Mahasiswa Otomatis Menggunakan Face Recognition dan Kartu Tanda Mahasiswa ( KTM ) Menggunakan Internet of Things (IOT)
Fazar Syahfitra
; Akim Manaor Hara Pardede
; Magdalena Simanjuntak
Repeater : Publikasi Teknik Informatika dan Jaringan
Vol 2
, No 4
(2024)
This study aims to design and develop an automatic attendance system using Radio Frequency Identification (RFID) technology and an ESP32 CAM. The system is designed to improve efficiency and accuracy in recording student attendance in academic environments. When a student's RFID card is scanned, the system automatically identifies the student and captures an image through the ESP32 CAM as additional proof of attendance. Attendance data and captured images are stored in a database that is connect...
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Penerapan Metode K-Means Clustering untuk Pengelompokan Minat Konsumen terhadap Pengguna Jasa Layanan pada Kantor Pos Binjai
Andrean Samuel Siahaan
; Rusmin Saragih
; Magdalena Simanjuntak
Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam
Vol 2
, No 5
(2024)
This research aims to apply the K-Means Clustering method in grouping consumer interests regarding the use of services at the Binjai Post Office. The Post Office is part of a state-owned enterprise in North Sumatra Province with the main task of providing postal and logistics services. Postal services remain one of the most important means of communication, especially for sending packages, letters, and documents. However, with various services and diverse consumer needs, post offices can provide...
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Pengelompokan Penyakit pada Pasien Berdasarkan Usia dengan Metode K-Means Clustering
Maida Andriani
; Akim Manaor Hara Pardede
; Magdalena Simanjuntak
Bridge : Jurnal Publikasi Sistem Informasi dan Telekomunikasi
Vol 2
, No 4
(2024)
This research aims to cluster disease data based on patient age using the K-Means method at RSUD Dr. RM. Djoelham. In this case study, the clustering method with the K-Means algorithm is used to group patients based on patient age, address and type of disease. With this method, information can be obtained regarding patient grouping patterns based on age at Dr. RM. Djoelham, who helps identify the closest relationships between patient groups and provides insight into the distribution of disease a...
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Sistem Pendukung Keputusan Penentuan Kualitas Kayu untuk Kerajinan Mebel menggunakan Metode Electre Studi Kasus PT. Asia Mujur
Andre Adrian
; Rusmin Saragih
; Magdalena Simanjuntak
Jupiter: Publikasi Ilmu Keteknikan Industri, Teknik Elektro dan Informatika
Vol 2
, No 5
(2024)
Wood is the main element that determines the quality of a furniture product or other wooden crafts. Furniture was originally a wood carving craft industry, so that the furniture products produced emphasize the artistic aspect (carvings). The lack of knowledge of furniture companies and laypeople in this industry results in difficulties in determining the decision to choose wood to be used as a material for good and quality furniture crafts. Determining the quality of wood for furniture crafts ne...
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Penerapan Metode Association Rule untuk Mengetahui Faktor-Faktor yang Mempengaruhi Kelahiran Bayi
Lala Arika
; Yani Maulita
; Magdalena Simanjuntak
Bridge : Jurnal Publikasi Sistem Informasi dan Telekomunikasi
Vol 2
, No 4
(2024)
Birth problems are one of the problems that have not been resolved in various regions, where an average mother gives birth to three to four children. The increase in population due to births will also affect various aspects of development, and pose a big risk to ensuring community welfare. For example, opportunities to obtain educational facilities, job opportunities, health insurance, housing and can increase opportunities for increasing poverty and crime. To find out which factors influence th...
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Diagnosis Penyakit Hypertemia Menggunakan Metode Demster Shafer
Rahayu Arnanda
; Achmad Fauzi
; Magdalena Simanjuntak
Modem : Jurnal Informatika dan Sains Teknologi
Vol 2
, No 4
(2024)
Hyperthermia is a condition characterized by symptoms such as dehydration, muscle spasms, dizziness, weakness, nausea, vomiting, and fatigue, which can harm the patient's condition. The causes of hyperthermia can vary, ranging from lack of fluids to excessive physical activity. RSU Putri Bidadari has doctors who are experts in treating various diseases, including hyperthermia. However, several obstacles often occur in the direct consultation process, such as long queues, long distances, limited...
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Diagnosa Penyakit Kelenjar Teroid Menggunakan Metode Case Based Reasoning
Rizky Ramadan
; Magdalena Simanjuntak
; Suci Ramadani
Modem : Jurnal Informatika dan Sains Teknologi
Vol 2
, No 4
(2024)
Thyroid gland disease is a disorder that affects the thyroid gland, which plays a vital role in regulating the body's metabolism. Common symptoms associated with thyroid disease include tremors, concentration difficulties, changes in the menstrual cycle, and neck enlargement. At RSUD Dr. RM. Djoelham, Binjai, many patients struggle to understand and diagnose this disease early due to a lack of information and specific symptoms. To address this issue, an information technology-based system is nee...
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Penerapan Metode Teorema Bayes untuk Memprediksi Penyakit Tifus
Risdiana Risdiana
; Hotler Manurung
; Magdalena Simanjuntak
Saturnus: Jurnal Teknologi dan Sistem Informasi
Vol 2
, No 4
(2024)
Typhoid is an acute febrile condition caused by infection with Salmonella enterica bacteria, especially the Salmonella typhi variant. Typhoid fever or what we usually know as typhoid fever. However, this disease can also be caused by other types such as Salmonella paratyphi A, Salmonella typhi B, and Salmonella paratyphi C. Typoid fever or typhus abdominalis is an acute infectious disease of the small intestine with symptoms of fever for one week or more accompanied by disorders of the intestina...
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Rancang Bangun Solar Tracker Otomatis pada Pengisian Energi Panel Surya Berbasis Internet of Things (IoT)
Firmando Saragih
; Realita Buaton
; Magdalena Simanjuntak
Router : Jurnal Teknik Informatika dan Terapan
Vol 2
, No 3
(2024)
This study aims to design and develop an automatic solar tracker system based on the Internet of Things (IoT) to enhance the efficiency of energy collection in solar panels. The system utilizes key components such as the ESP32 microcontroller, LDR sensors, servo motors, and the Blynk platform to monitor performance in real-time. The solar tracker is designed to follow the movement of the sun, ensuring that the solar panels are always positioned optimally to receive sunlight throughout the day. T...
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