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Penerapan Metode K-Nearest Neighbor untuk Mengetahui Tipe Gangguan Kecemasan Berdasarkan Faktor yang Mempengaruhi
Zehy Fadia
; Yani Maulita
; Husnul Khair
Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika
Vol 3
, No 6
(2025)
Anxiety disorders are common mental health problems in society, often unrecognized by the sufferer. Identifying the type of anxiety disorder and its influencing factors is crucial for proper treatment. This research aims to apply the K-Nearest Neighbor (K-NN) method in identifying types of anxiety disorders based on influencing factors, focusing on patient data from Sylvani Hospital, Binjai. The K-NN method was chosen because of its ability to classify based on data proximity. This study used me...
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Sistem Pendukung Keputusan untuk Penentuan Penerima Bantuan Pendidikan di SMK Negeri 2 Binjai Menggunakan Metode Waspas
Zhya Anggraini
; Yani Maulita
; Kristina Annatasia Br Sitepu
Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika
Vol 3
, No 6
(2025)
Advances in information and communication technology (ICT) have revolutionized various aspects of life, including the education sector. The application of technology in education enables more flexible, interactive, and personalized learning, as well as expanding access for students in various regions, including remote areas. SMK Negeri 2 Binjai is one of the vocational education institutions in Binjai City that is currently facing challenges in the process of determining recipients of educationa...
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Prediksi Tingkat Pelanggaran Lalu Lintas Menggunakan Algoritma Naive Bayes
Bintang Dwi Atmaja
; Yani Maulita
; Novriyenni Novriyenni
Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika
Vol 3
, No 5
(2025)
Traffic violations are one of the serious problems frequently occurring in various regions, including Binjai City. Various types of violations, such as disobeying road signs and markings, incomplete vehicle documents, and violations that threaten the safety of drivers and other road users, continue to increase despite preventive and repressive efforts carried out by the authorities. This condition indicates that handling traffic violations cannot rely solely on field enforcement but also require...
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Penerapan Metode Apriori Pada Data Penduduk Berdasarkan Tingkat Kesejahteraan (Studi Kasus : Kantor Camat Sirapit)
Shely Eninta BR PA
; Yani Maulita
; Surya Alamsyah Putra
Repeater : Publikasi Teknik Informatika dan Jaringan
Vol 2
, No 4
(2024)
The Indonesian government has implemented various programs to improve public welfare; however, social assistance often misses its target, primarily due to a lack of accurate data. Sirapit Subdistrict, as a government institution, has access to important population data for policy development, particularly in the distribution of aid based on community welfare levels. Factors such as education, age, number of dependents, and income play a significant role in determining an individual's welfare. To...
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Sistem Pendukung Keputusan Pemilihan Klinik Kecantikan Menggunakan Metode WASPAS
Dieo Alfiky Ananda
; Yani Maulita
; Suci Ramadani
Bridge : Jurnal Publikasi Sistem Informasi dan Telekomunikasi
Vol 2
, No 4
(2024)
Beauty clinics are currently a primary need for women and men. This is proven by the increasing number of beauty clinics that are expanding in Binjai City. This makes consumers have to be more selective in choosing a beauty clinic so they don't have to waste a lot of time and money. Beauty Clinics are included in service businesses that aim to provide satisfaction for customers or consumers. With the emergence of various types of Beauty Clinics, competition between one Beauty Clinic and another...
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Pengelompokan Data Kriminal untuk Menentukan Pola Rawan Tindak Kriminal Menggunakan Algoritma K-Means: (Studi Kasus: Polsek Hamparan Perak)
Dicky Ananda Azhari
; Yani Maulita
; Suci Ramadani
Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam
Vol 2
, No 5
(2024)
Crime is a problem experienced by humans from time to time, crime often occurs because of several factors, one of which is due to the lack of security of the address so that many criminal acts occur. Hamparan Perak Police is trying to increase its commitment to safeguard and protect the community through efforts that are organized consistently and continuously. The rise of criminal acts that occur, such as motorcycle theft, persecution, and the rise of robbery in the middle of the road makes res...
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Penerapan IoT dalam Monitoring dan Pengendalian Kualitas Air
Muhammad Yusri
; Yani Maulita
; Hermansyah Sembiring
Repeater : Publikasi Teknik Informatika dan Jaringan
Vol 2
, No 4
(2024)
The decline in water quality is a serious environmental issue, particularly in urban areas. This research aims to develop an Internet of Things (IoT)-based water quality monitoring system using ESP32, pH, TDS, and turbidity sensors. The system is designed to monitor water quality parameters in real-time and transmit data to a cloud platform for further analysis. The system prototype was tested with water samples from various sources, and the results demonstrated high accuracy, with a maximum dev...
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Sistem Pakar Mendiagnosa Penyakit Pada Tumor Otak Menggunakan Metode Case Based Reasoning (CBR): Studi Kasus : RSUD Dr.R.M. Djoelham
Mhd Arif Permata
; Yani Maulita
; Victor Maruli Pakpahan
Modem : Jurnal Informatika dan Sains Teknologi
Vol 2
, No 4
(2024)
This research aims to develop an expert system that can diagnose diseases related to brain tumors using the Case Based Reasoning (CBR) method. The CBR method works by comparing new cases with previous cases that have been stored in the database to provide appropriate diagnoses and treatment recommendations. This system is designed to assist medical personnel in analyzing patient symptoms, thus speeding up the process of identifying the type of brain tumor. In addition, the system is also equippe...
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Korelasi Prestasi Akademik Mahasiswa Terhadap Promosi Kampus
Maskanda Rizky
; Yani Maulita
; Tioria Pasaribu
Modem : Jurnal Informatika dan Sains Teknologi
Vol 2
, No 4
(2024)
This study aims to analyze the correlation between students' academic achievements and the effectiveness of campus promotion in attracting new prospective students. Academic performance is often used as an indicator of educational quality in higher education and is frequently highlighted in promotional strategies. However, the direct relationship between student academic achievement and campus promotion success has not been fully understood. This research utilizes the Apriori method in data mini...
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Prediksi Pengaruh Kegiatan MBKM terhadap Mahasiswa menggunakan Metode K-Nearest Neighbor
Farida Hanum
; Yani Maulita
; I Gusti Prahmana
Bridge : Jurnal Publikasi Sistem Informasi dan Telekomunikasi
Vol 2
, No 4
(2024)
The Merdeka Belajar Kampus Merdeka (MBKM) program provides students the opportunity to study for one semester outside of their major, aiming to develop the soft and hard skills required in the workforce. One key component of this program is internships or practical work, which gives students hands-on experience in the professional world and the chance to build professional networks. This research uses the K-Nearest Neighbor (K-NN) method to predict the impact of MBKM activities on undergraduate...
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