Vol. 8 No. 1 (2024): July 2024

Journal of Applied Informatics and Computing (JAIC)
Volume : 8 | Number : 1 | July 2024 | e-ISSN : 2548-6861

Frequency : 2 issue per year
Publisher : Politeknik Negeri Batam
DOI : prefix 10.30871 by Crossref
Indexing : DOAJ, Sinta3, Ebsco, etc

Volume 8, Number 1, this time consists of 30 articles from researchers, lecturers, and students from 26 institutions. The articles in this edition have been accredited by Sinta3 under the Decree of the Director General of Strengthening Research and Development of the Ministry of Research, Technology, and Higher Education, Number 79/E/KPT/2023.

Download : Cover || Open Access : Full Article || Certificate : Sinta3

DOI: https://doi.org/10.30871/jaic.v8i1

Published: 2024-07-25

Articles

Crack Detection in Building Through Deep Learning Feature Extraction and Machine Learning Approch

Afandi Nur Aziz Thohari, Aisyatul Karima, Kuwat Santoso, Roselina Rahmawati

1-6
- PDF
IndoBERT Model Analysis: Twitter Sentiments on Indonesia's 2024 Presidential Election

Dwi Ismiyana Putri, Ari Nurul Alfian, Mardi Yudhi Putra, Putro Dwi Mulyo

7-12
- PDF
Optimization Chatbot Services Based on DNN-Bert for Mental Health of University Students

Azmi Abiyyu Dzaky, Junta Zeniarja, Catur Supriyanto, Guruh Fajar Shidik, Cinantya Paramita, Egia Rosi Subhiyakto, Sindhu Rakasiwi

13-21
- PDF
Forecasting Air Quality Indeks Using Long Short Term Memory

Irfan Wahyu Ramadhani, Filmada Ocky Saputra, Ricardus Anggi Pramunendar, Galuh Wilujeng Saraswati, Nurul Anisa Sri Winarsih, Muhammad Syaifur Rohman, Danny Oka Ratmana, Guruh Fajar Shidik

22-29
- PDF
Enterprise Architecture Model of the New Student Admission System at Stella Maris University Sumba

Dian Fransiska Ledi, Ardiyanto Dapadeda

30-38
- PDF
Comparison of Deep Learning Architectures in Identifying Types of Medicinal Plant Leaf Images

Sarah Salsabila, Aries Suharso, Purwantoro Purwantoro

39-46
- PDF
Taxpayer Awareness Classification Using Decision Tree and Naive Bayes Methods

Moch Riyadi Maskur A, Arief Wibowo

47-54
- PDF
Stock Market Index Prediction using Bi-directional Long Short-Term Memory

Muhammad Althaf Majid, Prilyandari Dina Saputri, Soehardjoepri Soehardjoepri

55-61
- PDF
Implementation of K-Means, Hierarchical, and BIRCH Clustering Algorithms to Determine Marketing Targets for Vape Sales in Indonesia

Justin Laurenso, Danny Jiustian, Felix Fernando, Vartin Suhandi, Theresia Herlina Rochadiani

62-70
- PDF
Sentiment Analysis of Sirekap Application Users Using the Support Vector Machine Algorithm

Joko Setyanto, Theopilus Bayu Sasongko

71-76
- PDF
Analysis of pH and Turbidity Sensor Outputs in Shrimp Ponds for Vannamei Shrimp Commodities

Musayyanah Musayyanah, Erdasetya Bayunugraha, Harianto Harianto, Heri Pratikno

77-85
- PDF
Text Insertion and Encryption Using The Bit-Swapping Method in Digital Images

Kiswara Agung Santoso, Muhammad Fahmil Fakih, Ahmad Kamsyakawuni

86-90
- PDF
Implementation of Identity Loss Function on Face Recognition of Low-Resolution Faces With Light CNN Architecture

Tsaqif Mu'tashim Mufid, Riza Ibnu Adam, Jajam Khaeru Jaman, Garno Garno, Iqbal Maulana

91-97
- PDF
Deployment of Kidney Tumor Disease Object Detection Using CT-Scan with YOLOv5

Hastyantoko Dwiki Kahingide, Abu Salam

98-105
- PDF
Web-Based Mapping of Crime-Prone Areas in Samarinda Seberang and Loa Janan Ilir Districts, Samarinda Citys

Syafei Karim, F.V. Astrolabe Sian Prasetya, Anisa Sundarti

106-114
- PDF
Predictive Analytics for IMDb Top TV Ratings: A Linear Regression Approach to the Data of Top 250 IMDb TV Shows

Meryatul Husna, Lampson Pindahaman Purba, Muhammad Eri Rinaldy, Arif Ridho Lubis

115-118
- PDF
Tourist Perceptions Through Sentiment Analysis to Support Tourism Development in Maluku Province

Hennie Tuhuteru, Leonardo Petra Refialy, Marlisa Laturake, Shyrel Gildion Pattirane

119-126
- PDF
Analysis of User Experience in the Design of the AMGM Lab Mobile Application Using the User Experience Questionnaire (UEQ) for Enhanced Efficiency

Indah Rahma Ilmiana, Chanifah Indah Ratnasari

127-132
- PDF
Classification of COVID-19 Aid Recipients in Kasomalang District Using the K-Nearest Neighbor Method

Ismi Aprilianti Permatasari, Budi Arif Dermawan, Iqbal Maulana, Dwi Ely Kurniawan

133-139
- PDF
Applying the Multi-Attribute Utility Theory (MAUT) to Accurately Determine Stunting Susceptibility Levels in Toddlers

Nur Oktavin Idris, Nurain Umasugi

140-145
- PDF
Social Media Analysis for Effective Information Dissemination and Promotions Using TOPSIS

Reka Hani Latifah Nurhasanah, Abdul Halim Anshor, Asep Muhidin

146-154
- PDF
Comparative Study of Web Server Performance Testing with and without Docker Based on Virtual Machines

Fajar Kurnia Ramadhan, Garno Garno, Arip Solehudin

155-166
- PDF
Pricing and Producer-Retailer Supply Chain Coordination: A Game Theory Approach

KF. Sunny Cahya Utama, Valeriana Lukitosari

167-175
- PDF
Comparison of EfficientNetB7 and MobileNetV2 in Herbal Plant Species Classification Using Convolutional Neural Networks

Seno Arnandito, Theopilus Bayu Sasongko

176-185
- PDF
Computational Analysis of IT Governance Audit Using COBIT 4.1 Framework: A Customer Perspective

Vera Wati, Siska Febriani, Eka Yulia Sari

186-193
- PDF
Comparative Analysis of the Performance of Decision Tree and Random Forest Algorithms in SQL Injection Attack Detection

Alfatarizky Budi Aulianoor, Muhammad Koprawi

194-202
- PDF
Comparison of LSTM Model Performance with Classical Regression in Predicting Gaming Laptop Prices in Indonesia

Agus Dewantoro, Theopilus Bayu Sasongko

203-212
- PDF
Classification Vehicle Tire Quality using Convolutional Neural Networks

Vila Rusantia Pratiwi, Nova Rijati

213-220
- PDF
Visit Recommendation Model: Recursive K-Means Clustering Analysis of Retail Sales Data

Bagus Kristomoyo Kristanto, Syntia Widyayuningtias Putri Listio, Mukhlis Amien, Panji Iman Baskoro

221-225
- PDF
Musical Instrument Classification using Audio Features and Convolutional Neural Network

Gst. Ayu Vida Mastrika Giri, Made Leo Radhitya

226-234
- PDF

Vol. 8 No. 1 (2024): July 2024

Articles

Crack Detection in Building Through Deep Learning Feature Extraction and Machine Learning Approch

IndoBERT Model Analysis: Twitter Sentiments on Indonesia's 2024 Presidential Election

Optimization Chatbot Services Based on DNN-Bert for Mental Health of University Students

Forecasting Air Quality Indeks Using Long Short Term Memory

Enterprise Architecture Model of the New Student Admission System at Stella Maris University Sumba

Comparison of Deep Learning Architectures in Identifying Types of Medicinal Plant Leaf Images

Taxpayer Awareness Classification Using Decision Tree and Naive Bayes Methods

Stock Market Index Prediction using Bi-directional Long Short-Term Memory

Implementation of K-Means, Hierarchical, and BIRCH Clustering Algorithms to Determine Marketing Targets for Vape Sales in Indonesia

Sentiment Analysis of Sirekap Application Users Using the Support Vector Machine Algorithm

Analysis of pH and Turbidity Sensor Outputs in Shrimp Ponds for Vannamei Shrimp Commodities

Text Insertion and Encryption Using The Bit-Swapping Method in Digital Images

Implementation of Identity Loss Function on Face Recognition of Low-Resolution Faces With Light CNN Architecture

Deployment of Kidney Tumor Disease Object Detection Using CT-Scan with YOLOv5

Web-Based Mapping of Crime-Prone Areas in Samarinda Seberang and Loa Janan Ilir Districts, Samarinda Citys

Predictive Analytics for IMDb Top TV Ratings: A Linear Regression Approach to the Data of Top 250 IMDb TV Shows

Tourist Perceptions Through Sentiment Analysis to Support Tourism Development in Maluku Province

Analysis of User Experience in the Design of the AMGM Lab Mobile Application Using the User Experience Questionnaire (UEQ) for Enhanced Efficiency

Classification of COVID-19 Aid Recipients in Kasomalang District Using the K-Nearest Neighbor Method

Applying the Multi-Attribute Utility Theory (MAUT) to Accurately Determine Stunting Susceptibility Levels in Toddlers

Social Media Analysis for Effective Information Dissemination and Promotions Using TOPSIS

Comparative Study of Web Server Performance Testing with and without Docker Based on Virtual Machines

Pricing and Producer-Retailer Supply Chain Coordination: A Game Theory Approach

Comparison of EfficientNetB7 and MobileNetV2 in Herbal Plant Species Classification Using Convolutional Neural Networks

Computational Analysis of IT Governance Audit Using COBIT 4.1 Framework: A Customer Perspective

Comparative Analysis of the Performance of Decision Tree and Random Forest Algorithms in SQL Injection Attack Detection

Comparison of LSTM Model Performance with Classical Regression in Predicting Gaming Laptop Prices in Indonesia

Classification Vehicle Tire Quality using Convolutional Neural Networks

Visit Recommendation Model: Recursive K-Means Clustering Analysis of Retail Sales Data

Musical Instrument Classification using Audio Features and Convolutional Neural Network

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