Vol. 6 No. 3 (2024): Articles Research Volume 6 Issue 3, July 2024

DOI: https://doi.org/10.47709/cnahpc.v6i3

Published: 2024-07-02

Articles

Articles
Utilization of Solar Panel Technology to Save Electricity Costs in Fish Farm Irrigation

Safira Fegi Nisrina, Mohammad Alfian Mudzakir, Basuki Rahmat

Solar panels are a medium that can convert solar energy into electrical energy. In this research, the solar panel system in the fish pond is used as air requirements for the survival of the fish so that the…

View Article → 913-922
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Articles
Design of an Android-based Troubled Gas Detection Tool Report Application at PT. Saka Tunggal Mandiri Jaya

Din Nuryanto, Susanna Dwi Yulianti Kusuma

Inspections are carried out to check objects to ensure that they meet certain standards. Laboratory officers have difficulty in the reporting process requested by the head of the section quickly, because…

View Article → 923-933
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Articles
Classification of Watermelon Ripeness Levels Using HSV Color Space Transformation and K-Nearest Neighbor Method

Ayu Mahriza Agustin Efendi, Sriani Sriani, Muhammad Siddik Hasibuan

Watermelons had high appeal due to their sweet taste, refreshing nature, and numerous benefits. However, consumers often faced difficulties in selecting suitable fruit because of the subtle differences…

View Article → 934-948
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Articles
Desktop Based Furniture Sales Information System (Case Study: Faiza Houseware & Furniture Store)

Binaria Br Sembiring, Nasib Marbun

This study aims to build a desktop-based furniture sales information system at Faiza Houseware & Furniture Store. Toko Faiza Houseware & Furniture is one of the stores engaged in the sale of furniture…

View Article → 949-957
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Articles
Implementation of 3D Animation Video-Based Learning Media in the Introduction of Silat Martial Arts in the Brotherhood of Setia Hati Terate (PSHT)

Rifaldi Arridho Sahputra, Nasib Marbun

Persaudaraan Setia Hati Terate (PSHT) is one of the organizations that has an important role in the development and preservation of martial arts in Indonesia. Saifullah An-Nahdliyah Islamic Boarding School is…

View Article → 958-966
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Articles
Design of Goods Inventory Information System Using Visual Basic .Net (Case Study: CV. Barokah Medan)

Ilda Aprisya Pardede, Nasib Marbun

CV Barokah Medan is a company engaged in the distributor of beverage powder. This company was founded in 2019. Currently, the inventory process at CV Barokah Medan is still carried out conventionally, namely…

View Article → 967-975
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Articles
Analytical Hierarchy Process Method to Determine Student Satisfaction Level with Academic Services

Gilang Armawan Saka, Abdul Halim Hasugian

Student satisfaction is an important aspect in the world of higher education that must be taken seriously. This is because students are the main stakeholders in the learning process and the development of…

View Article → 976-990
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Articles
Naive Bayes and Simple Additive Weighting (SAW) Method for Whey Protein Product Selection in Fitness

Aditya Maulana Azanzi Girsang, Abdul Halim Hasugian

Fitness is one of the most popular muscle-building sports for people of all ages. Meeting the body's protein needs can be through real food (daily food) such as meat, fish, nuts. However, it is not easy to…

View Article → 991-1005
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Articles
User Satisfaction Analysis of the PT Dikstra Cipta Solusi Website Using the Webqual 4.0 Method

Hylenarti Hertyana, Syahrozi Lomotu , Eva Rahmawati

The abundance of IT consulting firms in this digital era necessitates continuous improvement for these companies. From services to products, everything must be constantly updated. Websites have become a…

View Article → 1014-1024
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Articles
Prediction of Obesity Categories Based on Physical Activity Using Machine Learning Algorithms

Muhammad Iqbal, Lisnawanty L, Weiskhy Steven Dharmawan, Rendi Septian

Obesity is a global health issue with rising prevalence, marked by excessive fat accumulation that poses health risks. Contributing factors include poor eating habits, lack of physical activity, and genetics,…

View Article → 1025-1034
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Articles
Design and Development of a Mobile Application for Marriage Counseling and Divorce Mediation at KUA Medan Tuntungan

Satria, Muhamad Alda

Marriage counseling is an effort that can be aimed at preparing prospective couples to establish a more serious relationship. Good communication involvement between the two prospective couples is one factor…

View Article → 1345-1355
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Articles
The Prediction of Thyroid Cancer Recurrence with the XGBoost Method: The Clinicopathological Feature-Based Approach

Tuti Alawiyah Alawiyah, Taufik Wibisono; Yani Sri Mulyani

This research aims to develop a thyroid cancer recurrence prediction model using the XGBoost method with a clinicopathological feature-based approach. Thyroid cancer is one of the cancers that have a…

View Article → 1035-1045
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Articles
Analysis of User Journey Mapping Factors to Enhance User Experience in the Tokopedia Mobile E-Commerce Application

I Gusti Ngurah Darma Paramartha, Yohanes Samuel Sofyan, Gusi Putu Lestara Permana

Recent technological advancements have significantly transformed human life, particularly with the advent of the Fourth Industrial Revolution, which has profoundly influenced the use of the internet for…

View Article → 1046-1054
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Articles
The Use of K-Means Algorithm Clustering in Grouping Life Expectancy (Case Study: Provinces in Indonesia)

Dimas Reza Nugraha, Ahmad Turmudi Zy, Aswan Supriyadi Sunge

Life expectancy is defined as information that illustrates the age of the death of a population. Life expectancy is a general picture of the state of a region. If the infant mortality rate is high, then the…

View Article → 1055-1065
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Articles
Investigation of The Increase in Drug Use in Medan City Using The Support Vector Machine (SVM) Method

Yessy Phalentina br Sagala, Roman Samosir, Yonata Laia

Medan city is currently experiencing a troubling rise in the prevalence of drug abuse, necessitating effective strategies for detection and intervention. This research aims to improve the accuracy of…

View Article → 1071-1079
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Articles
Implementation of Dart Programming Language in Mobile-Based DRs Snack Sales Application Design

Raditia Vindua, Dede Handayani, Ardilla Ekrinifda

DRs Snack has been making and selling snacks in the vicinity. However, they face problems in manually recording sales and generating accurate reports. Therefore, this project aims to design and implement a…

View Article → 1080-1088
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Articles
Visual Basic.Net Based Library Information System

Appril Cillia Pasaribu, Nasib Marbun

Libraries are important institutions in the world of education as a place to develop knowledge through various book references. In a library, there is generally a very large stock of books. In addition, the…

View Article → 1006-1013
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Articles
Application of The Support Vector Machine Algorithm for Timely Student Graduation Prediction Based on Streamlit Web at The Faculty of Informatics Engineering Nurul Jadid University

Yati, Moh Ainol Yaqin, Anis Yusrotun Nadhiroh

Universities must provide good education so that they can produce good graduates.There are many factors that influence student graduation rates, one of the problems faced by an educational institution,…

View Article → 1066-1070
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Articles
User-Centered Design Approach in Developing User Interface and User Experience of Sculptify Mobile Application

Md. Wira Putra Dananjaya, Gede Humaswara Prathama, Kadek Darmaastawan

In the increasingly digital era, user interface (UI) and user experience (UX) design have become crucial factors in application development. The success of an application is not only determined by its…

View Article → 1089-1097
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Articles
Sentiment Analysis of Public Comments on Coldplay Concerts on Twitter Using the Naïve Bayes Method

Achmad Adbillah Dwisyahputra, Rakhmat Kurniawan

Social media platform Twitter had become one of the most popular platforms for communication and information sharing. In the context of entertainment events such as music concerts, Twitter became a bustling…

View Article → 1097-1111
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Articles
Analysis of the Multi Objective Optimization by Ratio Analysis (MOORA) Method in Determining Pilot Areas at PT. XYZ

Windi Saputri Simamora, Siti Sarah Harahap, Akbar Idaman, Septian Simatupang

This research analyzes the application of the Multi Objective Optimization by Ratio Analysis (MOORA) method model in determining the Pilot Area at PT XYZ. This method is used to evaluate various performance…

View Article → 1098-1106
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Articles
Design And Build A Mobile-Based Calligraphy And Inscription Order Customize Application With The Waterfall Method Using Fabric JS

Alfarizi Maulana, Muhamad Alda

Mobile-based apps have become one of the most important aspects of daily life and even for spiritual and aesthetic purposes such as ordering calligraphy and inscriptions. This also had an impact on the…

View Article → 1107-1116
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Articles
Web-Based Archiving Information System At The Ministry of Public Works and Housing Province of Jambi

Ade Novia Maulana, Egidia Ratu Pelisa, Hery Afriadi

This research was conducted at the Jambi Province Public Works and Public Housing Office (PUPR). This research is entitled "Design of a Website-Based Archiving Information System at the Jambi Province Public…

View Article → 1117-1127
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Articles
Industry Class Clustering of Software Expertise Competency at SMKN 2 Kraksaan Using Constrained K-Means Clustering Algorithm

Matlubul Khairi, M. Syafiih, Ahmad Khairi

Addressing the gap between school education and industry needs is a recurring concern, as many graduates struggle to enter the workforce due to lacking practical skills. Industry Classes aim to bridge this…

View Article → 1128-1133
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Articles
Disguising Text Using Caesar Cipher, Reverse Cipher and Least Significant Bit (LSB) Algorithms in Video

Manutur Siregar, Abwabul Jinan, Tar Muhammad Raja Gunung

In communication, there is a process of transferring information from the sender to the recipient. The information sent must be the same as the information received. If there are differences, it means that…

View Article → 1134-1144
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Articles
Implementation of Data Mining for Speech Recognition Classification of Sundanese Dialect Using KNN Method with MFCC Feature Extraction

Ery Shandy, Abdul Halim Anshor, Dodit Ardiatma

The importance of preservation and development of speech recognition technology for regional languages such as Sundanese, which have unique phonetic characteristics. Regional language speech recognition can…

View Article → 1145-1158
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Articles
Geospatial Data Integration for the Flood Vulnerable Area Classification in Jratunseluna Watershed

Humaid Assaidi, Muhammad Rokhis Khomarudin, Khairayu Badron, Ahmad Fadzil Ismail, Harry Ramza

Flood is a threat that has significant impacts on communities and the environment. To improve the management of disaster risk, this research takes an integrated approach by utilizing geospatial data from…

View Article → 1159-1169
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Articles
Performance Comparison of CART And KNN Algorithms for Analyzing Early Predictions of Mental Health

Eling Sekar Anggraeni, Lulu Amnah Fitriya Maharani, Desi Riyanti, Ranggi Praharaningtyas Aji, Pungkas Subarkah

Currently, mental health is an unresolved mental health problem both at the national and international levels. Mental health disorders are conditions where a person has difficulty in adjusting to the…

View Article → 1170-1181
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Articles
Implementation of The Apriori Algorithm in Managing Stock Items at Drl.Rumahan Retail

Muhammad Safri Satria Permana, Edy Widodo, Wahyu HadiKristanto

Drl.Rumahan is a retail store that sells a variety of motorcycle lamp modifications. Drl.Rumahan is still struggling with determining stock levels and understanding customer purchases. Additionally, they are…

View Article → 1182-1192
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Articles
Simple Additive Weighting to Determine The Best Employee in a Freight Forwarding and Logistics Company

Fernando Siahaan, Syaiful Anwar, Felix W Handono

The problem is that there is no method used to determine the best employee in the company based on the criteria set by the company. The purpose of this research is to propose simple additive weighting as a…

View Article → 1193-1203
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Articles
Analysis of Manual and Automated Methods Effectiveness in Website Penetration Testing for Identifying SQL Injection Vulnerabilities

Abdul Aziz Anaoval, Ahmad Turmudi Zy, Suherman S

This research aims to identify vulnerabilities to SQL Injection attacks on websites through penetration testing using quantitative and descriptive methods. In the current digital era, data and information…

View Article → 1204-1212
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Articles
The Analysis of Product Sales in the Application of Data Mining with Naive Bayes Classification

M. Hannata Zahri, Aswan S. Sunge, Ahmad Turmudi Zy

H&F Shoe Store is a privately owned Micro, Small, and Medium Enterprises retail store that sells merchandise. The owner serves customers directly and also acts as a cashier. In this store, the business…

View Article → 1213-1223
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Articles
Association Relationship Analysis in Finding Sales of Goods With Apriori Algorithm

Humam Fathurrahman, Aswan S. Sunge , Sufajar Butsianto

Technology can be designed to help human life from all aspects ranging from agriculture, health science, industry and daily life. Toko Intan, a business engaged in the sale of basic and daily necessities.…

View Article → 1224-1231
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Articles
Apriori Algorithm to Predict Availability of Beauty Products

Maria Hikmah Hasibuan, M. Fakhriza

This study introduces the Apriori algorithm in beauty product availability prediction system as a solution to enhance stock prediction accuracy and mitigate inventory risks in the beauty industry. By applying…

View Article → 1232-1244
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Articles
Implementation of Intrusion Detection System with Rule-Based Method on Website

Tri Firdyanto, Rushendra Rushendra

The aim of this research is to implement an intrusion detection system using rule-based methods on websites. The approach in this research is the development of an intrusion detection system (IDS). research…

View Article → 1245-1252
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Articles
Sentiment Analysis of Reviews of Tourist Attractions in the Lake Toba Area Using the Naïve Bayes Method

Yuke Wiranti, Yusuf Ramadhan Nasution

Lake Toba is one of the tourism destinations in Indonesia which is the main destination for domestic and foreign tourists. However, the natural beauty of Lake Toba is not enough to develop quality tourist…

View Article → 1253-1264
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Articles
Design of Mask Detection Application Using Tensorflow Lite based on Android Mobile

M Makmun Effendi, Ahmad Turmudi, Asep Arwan

A mask is a type of personal protective equipment (PPE) that is essential for protecting the nose and mouth from contamination by droplets or airborne particles. The use of masks became highly popular during…

View Article → 1265-1277
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Articles
Analysis of Vina Film Sentiment on Social Media X Using The Naïve Bayes Method

Dini Asti, Raissa Amanda Putri

The increasingly rapid development of technology and information, one of which is the internet. Where users can share opinions and discuss various topics or problems around them, namely social media One of…

View Article → 1278-1289
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Articles
Comparison of Deep Learning Methods for Detecting Tuberculosis Through Chest X-Rays

I Putu Agus Eka Darma Udayana, I Gusti Agung Indrawan, I Made Karang Satria Prawira

Chronic diseases are the leading cause of death worldwide, accounting for 73% of deaths in 2020. Tuberculosis (TB), caused by the bacterium Mycobacterium tuberculosis, is one of these diseases and has a…

View Article → 1290-1299
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Articles
Designing a Web-Based Accounting Information System Using the Object Oriented Analysis and Design Method

Anisha Fhuza Hasibuan, Muhamad Alda

The development of information technology in the digital era has created many new efficient applications. With the development of computer technology as a means of processing data into information which is…

View Article → 1300-1308
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Articles
Comparison of Automation Testing On Card Printer Project Using Playwright And Selenium Tools

Ni Luh Putu Melyawati, I Made Dwi Putra Asana, Ni Wayan Suardiati Putri, Ketut Jaya Atmaja, I Gede Iwan Sudipa

The quality of the software is greatly determined by the testing phase, which involves various test cases that can be conducted through manual testing and automation testing. Manual testing is performed…

View Article → 1309-1320
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Articles
Sentiment Analysis of Starlink on Twitter Using Support Vector Machine Algorithm

Sardin Sardin, Agung Nugroho, Nanang Tedi Kurniadi

Indonesia faces unique challenges in the provision of internet services. Cable and fiber optic infrastructure is often difficult and expensive to implement in many areas. Based on data from the Asosiasi…

View Article → 1321-1332
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Articles
Flood Prediction Using Support Vector Regression (Case Study of Floodgates in Jakarta)

Amanda Azi, Robby Febrianur Saleh, Wildan Muhammmad Ardana, Kusrini Kusrini

Flood can be interpreted as an event that occurs suddenly and quickly enough where the water discharge in the drainage channel cannot be accommodated, so that the blocked area causes the water discharge in…

View Article → 1333-1344
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Articles
Customer Relationship Management Strategy in Mobile-Based E-Commerce Platform Development to Increase Purchase Interest

Yunita Dana Br Purba, Aninda Muliani Haraha

The demands of technological developments trigger every company to be able to increase competitive advantages in order to create a smooth business process. Customer satisfaction in comparing expectations…

View Article → 1356-1367
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Articles
Patient Management System Using Fuzzy Multiple Attribute Decision Making Method with SAW at Noura Aesthetic Clinic

Fahmi Zahary, Rahmat Kurniawan

This study presents the development and implementation of a Patient Management System (PMS) at Noura Aesthetic Clinic using the Fuzzy Multiple Attribute Decision Making (FMADM) method with Simple Additive…

View Article → 1368-1377
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Articles
Literature Review Application of YOLO Algorithm for Detection and Tracking

Feri Imanuel, Seven Kriston Waruwu, Alvin Linardy, Amir Mahmud Husein

A vehicle tracking system is a computer program that utilizes devices to monitor the position, movement and condition of a vehicle or fleet of vehicles. Multi-vehicle tracking on highways has significant…

View Article → 1378-1383
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Articles
YOLO-Based Vehicle Detection: Literature Review English

Tommy Kosasi, Zein Adian Laban Sihombing, Amir Mahmud Husein

This research aims to evaluate the implementation of the You Only Look Once (YOLO) algorithm and its variants in the context of vehicle detection in traffic management systems. The importance of implementing…

View Article → 1384-1389
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Articles
Performance Analysis of an E-commerce Website Using Distributed Servers (Case Study: Ecommerce Bumdes Sarining Kukuh Winangun)

I Kadek Susila Satwika, I Gede Andika

Digital transformation has significantly altered our interactions by leveraging the internet for fast global information exchange and collaboration. This shift impacts businesses, individuals, organizations,…

View Article → 1390-1398
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Articles
Evaluation of Determining the Best Product Promotion Media Decisions for MSMEs with ROC Ranking Technique and SAW Ranking Method

Soleman Soleman

Micro, Small, and Medium Enterprises (MSMEs) face challenges in determining effective promotional media to increase sales of their products. This research aims to evaluate and determine the best promotional…

View Article → 1399-1405
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Articles
Sentiment Analysis of Oppenheimer Movie Reviews: Naïve Bayes Algorithm for Public Opinion

Berliana Noviansyah, Muhammad Makmun Effendi, Yudianto Achmad

The development of information and communication technology has revolutionized the way people consume and engage with media, particularly in the realm of film. Online platforms such as Netflix, Amazon Prime…

View Article → 1406-1414
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Articles
Comparative Analysis of Naïve Bayes and K-Nearest Neighbor (KNN) Algorithms in Stroke Classification

Ida Bagus Ary Indra Iswara, Ida Bagus Gede Anandita, Maria Dahul

Stroke, also known as cerebrovascular, is a type of Non-Communicable Disease (NCD). The symptoms of this disease arise due to a blockage (ischemic) or rupture (hemorrhagic) of a blood vessel that disrupts…

View Article → 1415-1424
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Articles
Evaluation of Information Technology Service Devices At High Schools in Kendal Regency With ITIL 4.0

Didin Herlinudinkhaji, Dewi Purnamasari, Nindita Erwanti

Schools as educational institutions with information technology services in the form of New Student Admission Systems, e-report systems, and other information technology services require devices supported by…

View Article → 1425-1430
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Articles
Implementation of Sibi Sign Language Realtime Detection Program (Case Studi At Sekolah Luar Biasa Negeri 1 Tabanan)

Yoga Kristian Suyitno, I Wayan Sudiarsa, I Nyoman Buda Hartawan, I Dewa Putu Gede Wiyata Putra

Indonesian deaf people utilize SIBI to communicate using spoken words, gestures, facial expressions, and body language. SIBI, certified for Special Schools (SLB), helps deaf pupils communicate. This project…

View Article → 1431-1441
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Articles
Naïve Bayes-based Student Graduation Prediction Model: Effectiveness and Implementation to Improve Timely Graduation

Ketut Jaya Atmaja, I Putu Yoga Indrawan, I Made Dwi Putra Asana, I Kadek Wawan, Ayu Gde Chrisna Udayanie

Studies in an educational institution, when the lack of timely graduation of students in each batch and the number of students in each batch, causes an imbalance between incoming students and outgoing…

View Article → 1442-1450
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Articles
Cybersecurity Integration in Enterprise Architecture for IoT Infrastructure in Steel Manufacturing

Djarot Hindarto

As a result of the widespread adoption of Internet of Things technology in the steel manufacturing industry, there is an urgent requirement for the implementation of robust cybersecurity measures. The…

View Article → 1451-1459
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Articles
Reverse Engineering for Static Analysis of Android Malware in Instant Messaging Apps

I Gede Adnyana Adnyana, Putu Gede Surya Cipta Nugraha, Bagus Rahmat Adin Nugroho

Malware poses a significant threat to Android devices due to their high prevalence and vulnerability to attacks. Analyzing malware on these devices is crucial given the persistent and sophisticated threats…

View Article → 1460-1469
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Articles
Implementing Preference Selection Index for Optimal Employee Ranking in Organizational Decision-Making

Rony Wijanarko, Fifto Nugroho, Khoirul Islam

The rapid development of information technology has affected various aspects of life, including in the world of work. This research aims to apply the Preference Selection Index (PSI) method in determining the…

View Article → 1670-1681
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Articles
Optimizing Decision-Making for Aid Allocation in Underdeveloped Regions Using the MOORA Method

Vera Wijaya, Fifto Nugroho, Kraugusteeliana Kraugusteeliana

The allocation of assistance for the Family Hope Program is a process that requires precision to ensure that assistance is given to those most in need. This research develops a Decision Support System (DSS)…

View Article → 1682-1692
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Articles
Optimisation of Inventory Management Through Time Series Analysis of Inventory Data with Double Exponential Smoothing Method

Dwi Puspita Anggraeni

Stock forecasting is very useful for companies in knowing the trend of inventory needed in the next period, with time series data often forecasting can be a solution in supporting decision making. Excess or…

View Article → 1693-1700
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Articles
Product Layout Analysis Based on Consumer Purchasing Patterns Using Apriori Algorithm

Made Leo Radhitya, Ni Komang Mira Widiantari, Made Dwi Putra Asana, Bagus Kusuma Wijaya, I Gede Iwan Sudipa

In every self-service store, it is certain to have a sales transaction data, where the data will continue to grow every day. But in self-service stores the data is only a record of sales at the store. Whereas…

View Article → 1701-1711
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Articles
Application of Interactive Games on Tourism Objects Based on Augmented Reality Gamification

Made Dona Wahyu Aristana, Rikcy Sanusi, I Gede Iwan Sudipa, Putu Wirayudi Aditama, I Komang Arya Ganda Wiguna

The development of information technology is always growing rapidly, especially in the field of android smartphones. Android smartphones can now be obtained at a fairly affordable price. With rapid…

View Article → 1712-1722
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Articles
Development of SADS (Soil and Air Detector System) to Support Palm Oil Industries in Indonesia

Faisal Lubis, Bakti Viyata Sundawa, Cholish, Abdullah

The issue of environmental damage due to the expansion of palm oil plantations in Indonesia has become a global issue. It has often hampered the development of the downstream palm oil industries in Indonesia.…

View Article → 1723-1728
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