Zulham Sitorus
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View article: Naïve Bayes and Bidirectional Algorithm Analysis: Encoder Representations From Transformers (BERT) to Teachers' Learning Services to Students Based on the Website of SMK Multi Karya School
Naïve Bayes and Bidirectional Algorithm Analysis: Encoder Representations From Transformers (BERT) to Teachers' Learning Services to Students Based on the Website of SMK Multi Karya School Open
This study analyzes the comparison of two algorithms, namely Naive Bayes and Bidirectional Encoder Representations From Transformers (BERT), for the evaluation of the performance of education personnel at SMK MULTI KARYA This study uses ma…
View article: ROI and SNA Analysis in Testing the Effectiveness of New Student Admission Promotion: A Case Study at MAS Al Washliyah Gedung Johor
ROI and SNA Analysis in Testing the Effectiveness of New Student Admission Promotion: A Case Study at MAS Al Washliyah Gedung Johor Open
Globalization and intense competition in the education sector, especially among private high schools, require institutions such as MAS Al Washliyah Gedung Johor to continue optimizing their new student admission promotion strategies. Altho…
View article: Artificial Intelligence Analysis of Recommendations for Granting Business Licenses to Determine the Priority of Business Supervision and Control Using the DBSCAN Method (Case Study: DPMPTSP Langkat Regency)
Artificial Intelligence Analysis of Recommendations for Granting Business Licenses to Determine the Priority of Business Supervision and Control Using the DBSCAN Method (Case Study: DPMPTSP Langkat Regency) Open
In facing the challenges of limited resources and business complexity, the Investment and One-Stop Integrated Services Office (DPMPTSP) of Langkat Regency requires a data-driven approach to determine priorities for business supervision and…
View article: Performance Analysis of CNN (Convolutional Neural Network) in Nominal Classification of Rupiah Emissions 2022
Performance Analysis of CNN (Convolutional Neural Network) in Nominal Classification of Rupiah Emissions 2022 Open
This study aims to analyze the performance of Convolutional Neural Network (CNN) algorithm in classifying the nominal of Rupiah banknotes issued in 2022. Three test models are developed, namely two CNN architectures with different optimize…
View article: Human Resource Management Challenges Towards Human Capital Management 4.0. At Pt. Pelabuhan Indonesia (Persero) I
Human Resource Management Challenges Towards Human Capital Management 4.0. At Pt. Pelabuhan Indonesia (Persero) I Open
The industrial revolution 4.0 in the modern era is essentially focused on the digitalization of information technology. This explains that the industrial revolution 4.0 in the 21st century is a digital technology revolution to create a dig…
View article: PENGEMBANGAN DAN IMPLEMENTASI APLIKASI PELAYANAN JASA BERBASIS WEB PADA CV ALTRAMA ENERGI
PENGEMBANGAN DAN IMPLEMENTASI APLIKASI PELAYANAN JASA BERBASIS WEB PADA CV ALTRAMA ENERGI Open
Kualitas jasa layanan yang prima mampu menciptakan loyalitas konsumen sehingga dapat tercipta hubungan kerja yang saling menguntungkan antara kedua belah pihak. CV Altrama Energi adalah salah satu perusahaan layanan jasa penyewaan alat ber…
View article: Analysis of Social Assistance Donor Classification at the Muhammadiyah Medan Orphanage Using SVM
Analysis of Social Assistance Donor Classification at the Muhammadiyah Medan Orphanage Using SVM Open
The Putra Muhammadiyah Orphanage in Medan City is a social institution that relies on donor assistance to support various social programs. The problem that occurs at the Putra Muhammadiyah Orphanage in Medan is the difficulty in identifyin…
View article: Analisis Clustering Pada Pemilihan Tema VSGA Dengan Metode K-Means Dan KNN
Analisis Clustering Pada Pemilihan Tema VSGA Dengan Metode K-Means Dan KNN Open
Dalam era digital ini, pemilihan tema pelatihan yang tepat sangat penting untuk meningkatkan kompetensi dan keterampilan sumber daya manusia di berbagai bidang. Penelitian ini bertujuan untuk menganalisis pemilihan tema pelatihan pada prog…
View article: Comparison of K-Means and Self Organizing Map Algorithms for Ground Acceleration Clustering
Comparison of K-Means and Self Organizing Map Algorithms for Ground Acceleration Clustering Open
This study evaluates earthquake-induced ground acceleration in Indonesia, which is located in the Pacific Ring of Fire zone, using Donovan's empirical method and comparing two clustering algorithms, Self Organizing Map (SOM) and K-Means. T…
View article: Implementation of MOORA and MOORSA Methods in Supporting Computer Lecturer Selection Decisions
Implementation of MOORA and MOORSA Methods in Supporting Computer Lecturer Selection Decisions Open
The selection of computer science lecturers is an important process for educational institutions, requiring a balanced assessment of various criteria to find the most suitable candidates. This paper examines the implementation of Multi-Obj…
View article: Analysis Of Indonesian People's Sentiment Towards 2024 Presidential Candidates On Social Media Using Naïve Bayes Classifier and Support Vector Machine
Analysis Of Indonesian People's Sentiment Towards 2024 Presidential Candidates On Social Media Using Naïve Bayes Classifier and Support Vector Machine Open
This research aims to analyze the sentiment of the Indonesian public towards the 2024 presidential candidates on social media platforms X and Instagram. The main issue addressed is how to determine public opinion as disseminated on social …
View article: Deteksi Outlier Hasil Clustering Algoritma K-Medoids Menggunakan Metode Boxplot Pada Data KIP Kuliah
Deteksi Outlier Hasil Clustering Algoritma K-Medoids Menggunakan Metode Boxplot Pada Data KIP Kuliah Open
In the process of forming clusters with the K-Medoids algorithm, cluster result anomalies often occur, such as outliers. This value appears as a revelation in existing data patterns. Outliers occur due to measurement errors, rare events, o…
View article: Komparasi Model Rating Factor Dan Vikor Dalam Pengambilan Keputusan Peluang Usaha Industri Percetakan
Komparasi Model Rating Factor Dan Vikor Dalam Pengambilan Keputusan Peluang Usaha Industri Percetakan Open
Penelitian ini bertujuan untuk mengoptimalkan pengambilan keputusan bisnis di industri percetakan melalui komparasi Model Rating Factor dan metode VIKOR. Industri percetakan menghadapi berbagai tantangan dalam pengambilan keputusan yang ko…
View article: Analysis Of Increasing Student Service Satisfaction Using K-Means Clustering Algorithm and Gaussian Mixture Models (GMM)
Analysis Of Increasing Student Service Satisfaction Using K-Means Clustering Algorithm and Gaussian Mixture Models (GMM) Open
This research analyzes the comparison between two cluster analysis algorithms, namely K-Means Clustering and Gaussian Mixture Model (GMM), to gain a deeper understanding of data structure and model suitability. The results of the analysis …
View article: Data Mining Analysis in Predicting the Number of New Students at IT&B Indonesia Using Linear Regression Method
Data Mining Analysis in Predicting the Number of New Students at IT&B Indonesia Using Linear Regression Method Open
This study explores the application of data mining techniques, particularly Multiple Linear Regression, to predict the number of new students at IT&B Indonesia based on historical admission data from 2010/2011 to 2021/2022 academic years. …
View article: Implementation of K-Means Clustering for Inventory Projection
Implementation of K-Means Clustering for Inventory Projection Open
Inventory forecasting is crucial in effective supply chain management and cost reduction. However, traditional forecasting techniques face significant challenges due to the complexity and variability of demand patterns. This study explores…
View article: Analysis of machine learning approaches to determine online shopping ratings using naïve bayes and svm
Analysis of machine learning approaches to determine online shopping ratings using naïve bayes and svm Open
This research aims to identify and compare the effectiveness of Naïve Bayes and Support Vector Machine (SVM) algorithms in classifying ratings based on customer comments on the Lazada online shopping platform. The main issues identified in…
View article: Analysis and Exploration of Clustering Algorithms for New Student Segmentation
Analysis and Exploration of Clustering Algorithms for New Student Segmentation Open
Clustering analysis is a crucial technique in data processing and pattern understanding. In this study, we compare the clustering results using the k-Means algorithm with two different approaches to centroid initialization: random centroid…
View article: SENTIMENT ANALYSIS OF INDONESIAN COMMUNITY TOWARDS ELECTRIC MOTORCYCLES ON TWITTER USING ORANGE DATA MINING
SENTIMENT ANALYSIS OF INDONESIAN COMMUNITY TOWARDS ELECTRIC MOTORCYCLES ON TWITTER USING ORANGE DATA MINING Open
This study explores sentiment analysis of the Indonesian community towards electric motorcycles on Twitter using Orange Data Mining. In the context of the increasing popularity of electric vehicles, especially electric motorcycles, underst…
View article: Influence of the Talented Generation Internship Program (Magenta) on Human Resource Management Readiness At the Port of Indonesia (Persero) I Medan
Influence of the Talented Generation Internship Program (Magenta) on Human Resource Management Readiness At the Port of Indonesia (Persero) I Medan Open
PT Pelabuhan Indonesia (Persero) or Pelindo is a state-owned company which operates in the port services sector which provides opportunities for vocational/equivalent students, college students and fresh graduates to carry out internships …
View article: Penerapan Algoritma Certainty Factor dalam Diagnosa Penyakit Guillain-Barre Syndrome
Penerapan Algoritma Certainty Factor dalam Diagnosa Penyakit Guillain-Barre Syndrome Open
Gangguan neurologis, seperti Guillain-Barre Syndrome (GBS), terjadi akibat disfungsi otak atau sistem saraf manusia, dengan dampak yang dapat merugikan pertumbuhan anak dari segi psikologis dan fisik. Gejala bervariasi tergantung pada bagi…
View article: Pemanfaatan Teknologi Virtual Reality (VR) Dalam Pembelajaran Pada Lembaga Kursus Dan Pelatihan Rumah Tik Labuhanbatu
Pemanfaatan Teknologi Virtual Reality (VR) Dalam Pembelajaran Pada Lembaga Kursus Dan Pelatihan Rumah Tik Labuhanbatu Open
Learning using technology continues to develop along with developments in technology itself. One technology that is increasingly being used in learning is virtual reality (VR). Virtual Reality is a technology that produces a digital enviro…
View article: Analisa Classification Decision Tree C45 dan Naïve Bayes Pada Indikasi Penyakit Diabetes Menggunakan Rapid Miner
Analisa Classification Decision Tree C45 dan Naïve Bayes Pada Indikasi Penyakit Diabetes Menggunakan Rapid Miner Open
In Indonesia, the rate of diabetes sufferers continues to increase, so this is deemed necessary to pay attention to by the Indonesian people in particular, for this reason this research is not the first to be conducted. Predicting diabetes…
View article: Penerapan Metode Certainty Factor Pada Sistem Pakar Diagnosa Penyakit Gigi Dan Mulut
Penerapan Metode Certainty Factor Pada Sistem Pakar Diagnosa Penyakit Gigi Dan Mulut Open
Gigi dan mulut merupakan organ vital yang memainkan peran penting dalam menjaga kesehatan manusia. Kelainan pada gigi dan mulut dapat menjadi pemicu penyakit lain dalam tubuh. Pentingnya menjaga kesehatan gigi dan mulut ditekankan, terutam…
View article: Implementasi Sistem Pendukung Keputusan dalam menentukan Kecamatan Terbaik Menggunakan Algoritma Entropy dan Additive Ratio Assessment (ARAS)
Implementasi Sistem Pendukung Keputusan dalam menentukan Kecamatan Terbaik Menggunakan Algoritma Entropy dan Additive Ratio Assessment (ARAS) Open
In the context of regional development and decision making related to determining the best village, the use of a Decision Support System (DSS) with the application of the Entropy and Additive Ratio Assessment (ARAS) algorithms is a very im…
View article: Analysis of Artificial Intelligence Machine Learning Technology for Mapping and Predicting Flood Locations in Pahlawan Batu Bara Village
Analysis of Artificial Intelligence Machine Learning Technology for Mapping and Predicting Flood Locations in Pahlawan Batu Bara Village Open
This research proposes the application of artificial intelligence technology, especially machine learning, to improve flood predictions. Flooding is a serious threat that can cause major losses to society and the environment. In an effort …
View article: Perancangan Aplikasi Inventaris Barang Milik Daerah Pada Dinas Komunikasi Dan Informatika Kota Medan Berbasis Web
Perancangan Aplikasi Inventaris Barang Milik Daerah Pada Dinas Komunikasi Dan Informatika Kota Medan Berbasis Web Open
Penelitian ini bertujuan untuk merancang sebuah aplikasi inventaris barang milik daerah berbasis web untuk Dinas Komunikasi dan Informasi Kota Medan. Tujuan utama aplikasi ini adalah meningkatkan efisiensi dalam pengelolaan inventaris bara…
View article: Data Mining Menggunakan Algoritma Apriori Dalam Menentukan Tarif Pajak Penghasilan Di Oenity
Data Mining Menggunakan Algoritma Apriori Dalam Menentukan Tarif Pajak Penghasilan Di Oenity Open
Thel Oelnity tax consulting officel is onel of thel companiels that havel a lot of data on goods, data-data, and transaction data elvelry day. In gelnelral, thel Oelnity tax consulting officel only usels this data for relporting purposels …
View article: Rancang Bangun Pendataan Stok Barang Operasional Dengan Metode Iconix Process Di HRP Foto Copy Berbasis Web
Rancang Bangun Pendataan Stok Barang Operasional Dengan Metode Iconix Process Di HRP Foto Copy Berbasis Web Open
HRP Fotocopy is a business engaged in the sale of stationery and printing goods. However, along with the development of business and the world of technology, the sales and purchasing processes are increasing, while the processes carried ou…
View article: Desain Sitem Edukasi Rumah Baca Berbasis Resource Sharing Dengan Model Web Based Learning Di Desa Lau Gumba Kabupaten Karo
Desain Sitem Edukasi Rumah Baca Berbasis Resource Sharing Dengan Model Web Based Learning Di Desa Lau Gumba Kabupaten Karo Open
In improving the quality of people in Lau Gumba Village, Karo District as one of the tourist destinations in North Sumatra, a deeper review of the education of the Reading House in Lau Gumba Village is needed, so that the impact of the edu…