Vol. 6 No. 2 (2024): Articles Research Volume 6 Issue 2, April 2024

DOI: https://doi.org/10.47709/cnahpc.v6i2

Published: 2024-04-01

Articles

Articles
Prototype Of Moisture Content Meter In Grain Using Esp32 Based On Spreadsheet

Mochammad Derian Ramadhan

Universitas Muhammadiyah Sidoarjo

Arief Wisaksono

Universitas Muhammadiyah Sidoarjo

Jamaaluddin

Universitas Muhammadiyah Sidoarjo

Akhmad Ahfas

Universitas Muhammadiyah Sidoarjo

In the process period after the rice is harvested, the rice is then separated from the stalk and referred to as grain which will then be dried. The dried grain aims to reduce the water content, in measuring…

View Article → 502-513
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3530
Articles
Utilization of Data Analytics to Enhance Operational Efficiency in Manufacturing Companies

Rendi Aprijal

Universitas Pembangunan Panca Budi

Iqbal Wiranata Siregar

Universitas Pembangunan Panca Budi

Andysah Putera Utama Siahaan

Universitas Pembangunan Panca Budi

Leni Marlina

Universitas Pembangunan Panca Budi

In the digital era, manufacturing industries confront challenges like heightened global competition and intricate production processes, urging them to boost efficiency and productivity. Amidst these…

View Article → 514-521
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3723
Articles
Integrating Augmented Reality and Simulation Game for Flower Board Design

Eka Pratiwi

Universitas Islam Negeri Sumatera Utara

Triase

Universitas Islam Negeri Sumatera Utara

Imam Adlin Sinaga

Universitas Islam Negeri Sumatera Utara

Augmented Reality was regarded as one of the technologies that merged the real world with the virtual one. Its development was carried out by developers across various fields, including businesses such as…

View Article → 522-532
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3712
Articles
K-Nearest Neighbor Algorithm and Case Base Reasoning on Xenia Car Damage Detection Expert System

Bella Ananda

Universitas Islam Negeri Sumatera Utara

Raissa Amanda Putri

Universitas Islam Negeri Sumatera Utara

PT Astra Daihatsu Motor or commonly abbreviated as ADM is the Sole Agent Brand Holder (ATPM) of Daihatsu cars in Indonesia. Xenia car is one of the most popular cars in Indonesia. Although there are many…

View Article → 633-646
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3700
Articles
Implementing Distribution Requirement Planning in Medan City Health Department's Medicine Distribution System

Salsabila Isnain Nuha

Universitas Islam Negeri Sumatera Utara, Medan, Indonesia

Suendri

Universitas Islam Negeri Sumatera Utara, Medan, Indonesia

Aninda Muliani Harahap

Universitas Islam Negeri Sumatera Utara, Medan, Indonesia

One of the pharmacy installations located in the Medan city area was tasked with overseeing the management of pharmaceutical inventory for public health facilities, ensuring adequate stock levels, and…

View Article → 647-660
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3781
Articles
Analysis of Gradient Boosting, XGBoost, and CatBoost on Mobile Phone Classification

Agus Fahmi Limas Ptr

Universitas Deli Sumatera

Muhammad Mizan Siregar

Universitas Deli Sumatera

Irwan Daniel

Universitas Deli Sumatera

In the ever-evolving landscape of mobile phone technology, accurately classifying device specifications is paramount for market analysis and consumer decision-making. This research conducts a comprehensive…

View Article → 661-670
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3790
Articles
Implementation of K-Means Clustering in Recognizing Crime Hotspots and Traffic Issues Through GIS

Aryo Pratama

Universitas Islam Negeri Sumatera Utara

Muhammad Dedi Irawan

Universitas Islam Negeri Sumatera Utara

Septiana Dewi Andriana

Universitas Harapan Medan, Medan, Indonesia

The challenge of accurately identifying instances of crime and traffic issues has rendered the precise localization thereof difficult, thereby impeding the populace's access to information concerning areas of…

View Article → 771-782
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3771
Articles
Analysis of Logistic Regression Regularization in Wild Elephant Classification with VGG-16 Feature Extraction

Aulia Ichsan

Universitas Deli Sumatera

Sugeng Riyadi

Universitas Deli Sumatera

Doughlas Pardede

Universitas Deli Sumatera

The research article explores the intersection of image-based wildlife classification and logistic regression regularization, focusing on the classification of wild elephant species. It begins by highlighting…

View Article → 783-793
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3789
Articles
Implementation of Statistical Quality Control Method in Product Quality Monitoring Information System

Iqbal Maulana Syahputra

Universitas Islam Negeri Sumatera Utara

Triase

Universitas Islam Negeri Sumatera Utara

Septiana Dewi Andriana

Universitas Harapan Medan

The business sector faced intensifying competition due to significant advancements in information systems and technology. PT. Florindo Makmur, a leading private company in the cassava processing industry…

View Article → 794-803
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3825
Articles
Implementation of User Experience Design Approach in Web Based E-Commerce for the Agricultural Sector

Saprida

Universitas Islam Negeri Sumatera Utara

Raissa Amanda Putri

Universitas Islam Negeri Sumatera Utara

Aninda Muliani Harahap

Universitas Islam Negeri Sumatera Utara

The technological advancements of the past have transformed various sectors, including information, education, and commerce. Many utilized the internet to enhance business and trade efficiency. Pantai Gading…

View Article → 804-816
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3809
Articles
Implementation of Naïve Bayes Method Diagnosing Diseases Nile Tilapia

Ridho Wahyudi Pulungan

Universitas Islam Negeri Sumatera Utara

Sriani

Universitas Islam Negeri Sumatera Utara

Armansyah

Universitas Islam Negeri Sumatera Utara

The Nile tilapia, also known as Oreochromis niloticus, was a freshwater fish species first produced in East Africa in 1969. It became a popular aquaculture fish in freshwater ponds across Indonesia. Besides…

View Article → 817-828
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3834
Articles
Evaluating the Efficacy of Machine Learning Models in Credit Card Fraud Detection

Gregorius Airlangga

Universitas Katolik Atmajaya

This research evaluates the effectiveness of various machine learning models in detecting credit card fraud within a dataset comprising 555,719 transactions. The study meticulously compares traditional and…

View Article → 829-837
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3814
Articles
Implementation of the Naïve Bayes Algorithm in the SMS Spam Filtering System

Diah Ayu Anggraini

Universitas Islam Negeri Sumatera Utara

Muhammad Ikhsan

Universitas Islam Negeri Sumatera Utara

Suhardi

Universitas Islam Negeri Sumatera Utara

In the context of the escalating global spam activity, supported by data from CNN Indonesia in 2021, this research aimed to investigate the root causes and characteristics of this phenomenon. The approach…

View Article → 838-849
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3875
Articles
Analysis of User Acceptance of E-Learning at SMP NEGERI 10 PENAJAM PASER UTARA Using the UTAUT 2 Model

Maulana Adhie Pratama

Ngakan Made Bayu

Elvin Leander Hadisaputro

Mess

The rapid development of information and communication technology has encouraged the use of electronic media in education, giving rise to a new paradigm in learning through e-learning. E-learning provides…

View Article → 850-857
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3927
Articles
Comparative Analysis of Machine Learning Models for Credit Card Fraud Detection in Imbalanced Datasets

Gregorius Airlangga

Atma Jaya Catholic University of Indonesia

This study presents a comprehensive evaluation of various machine learning models for detecting credit card fraud, emphasizing their performance in handling highly imbalanced datasets. We focused on three…

View Article → 858-866
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3816
Articles
Menu Sales Prediction at Kiyo Café Using Machine Learning

Jesi Fitriana

Teknik Informatika Fakultas Ilmu Komputer Institut Informatika dan Bisnis Darmajaya

Joko Triloka

Teknik Informatika Fakultas Ilmu Komputer Institut Informatika dan Bisnis Darmajaya

This research evaluates the performance of the K-Nearest Neighbors (KNN) and Naïve Bayes algorithms in predicting raw material stock for Café Kiyo. The study encompasses six key stages, including preparation,…

View Article → 867-878
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3556
Articles
Analysis of Public Sentiment Towards The TikTok Application Using The Naive Bayes Algorithm and Support Vector Machine

Ika Arofatul Hidayah Hidayah

Universitas Islam Negeri Maulana Malik Ibrahim Malang

Ririen Kusumawati

Universitas Islam Negeri Maulana Malik Ibrahim Malang

Zainal Abidin

Universitas Islam Negeri Maulana Malik Ibrahim Malang

M. Imamuddin

Universitas Islam Negeri Maulana Malik Ibrahim Malang

In the current digital era, social media applications such as TikTok have become an important aspect of people's lives. TikTok allows users to create and share short videos, making it a global phenomenon with…

View Article → 881-891
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3990
Articles
Implementing Histogram of Oriented Gradients to Recognize Crypto Price Graphic Patterns with Artificial Neural Network

Suluh Arif Wibowo

Universitas Multi Data Palembang

Nur Rachmat

Universitas Multi Data Palembang

Technical analysis stands as a pivotal strategy in analyzing graphic patterns to forecast future movements in crypto asset prices. However, comprehending numerous patterns poses a significant challenge for…

View Article → 892-902
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3975
Articles
Usability Evaluation Of The Academic Information System Using The Concurrent Think-Aloud, Webuse, And Sus Methods

Ketut Yoga Sarasmayana

Universitas Pendidikan Ganesha

Luh Joni Erawati Dewi

Universitas Pendidikan Ganesha

I Made Gede Sunarya

Universitas Pendidikan Ganesha

This research was motivated by the situation that the academic information system (SIAKAD) Universitas Teknologi Indonesia (UTI) had never been tested for usability based on user responses. Apart from that,…

View Article → 903-912
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DOI: https://doi.org/10.47709/cnahpc.v6i2.3977

Vol. 6 No. 2 (2024): Articles Research Volume 6 Issue 2, April 2024

Articles

Prototype Of Moisture Content Meter In Grain Using Esp32 Based On Spreadsheet

Utilization of Data Analytics to Enhance Operational Efficiency in Manufacturing Companies

Integrating Augmented Reality and Simulation Game for Flower Board Design

K-Nearest Neighbor Algorithm and Case Base Reasoning on Xenia Car Damage Detection Expert System

Implementing Distribution Requirement Planning in Medan City Health Department's Medicine Distribution System

Analysis of Gradient Boosting, XGBoost, and CatBoost on Mobile Phone Classification

Implementation of K-Means Clustering in Recognizing Crime Hotspots and Traffic Issues Through GIS

Analysis of Logistic Regression Regularization in Wild Elephant Classification with VGG-16 Feature Extraction

Implementation of Statistical Quality Control Method in Product Quality Monitoring Information System

Implementation of User Experience Design Approach in Web Based E-Commerce for the Agricultural Sector

Implementation of Naïve Bayes Method Diagnosing Diseases Nile Tilapia

Evaluating the Efficacy of Machine Learning Models in Credit Card Fraud Detection

Implementation of the Naïve Bayes Algorithm in the SMS Spam Filtering System

Analysis of User Acceptance of E-Learning at SMP NEGERI 10 PENAJAM PASER UTARA Using the UTAUT 2 Model

Comparative Analysis of Machine Learning Models for Credit Card Fraud Detection in Imbalanced Datasets

Menu Sales Prediction at Kiyo Café Using Machine Learning

Analysis of Public Sentiment Towards The TikTok Application Using The Naive Bayes Algorithm and Support Vector Machine

Implementing Histogram of Oriented Gradients to Recognize Crypto Price Graphic Patterns with Artificial Neural Network

Usability Evaluation Of The Academic Information System Using The Concurrent Think-Aloud, Webuse, And Sus Methods

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