Suchergebnisse - "Journal of Applied Informatics and Computing"

Comparative Study of Manual and Generated Data Transfer Object Implementation Performance von Pardede, Chandro, Sihombing, Wilson, Nainggolan, Winfrey

“… The Data Transfer Object (DTO) is a fundamental component in Flutter application development, particularly in managing data serialization and deserialization …”
Volltext

Sentiment Analysis customer Towards Cinema Services in Semarang Using Naive Bayes Classifier on Google Reviews von Brian Maualan, Husni, Rini Handayani, Maya, Umam, Khotibul

“… The development of the entertainment industry, especially in the field of cinema, encourages every service provider to continuously maintain the quality of …”
Volltext

Lightweight BiLSTM-Attention Model Using GloVe for Multi-Class Mental Health Classification on Reddit von Branwen, Devin, Emigawaty, Emigawaty

“… Mental health issues such as depression, stress, anxiety, and personality disorders are increasingly prevalent, particularly within online communities. This …”
Volltext

Sentiment Analysis of the Film "JUMBO" on Twitter Using the Naive Bayes Method and Support Vector Machine (SVM) with a Text Mining Approach von Widodo, Tegar Robi, Fajri, Ika Nur, Sari, Bety Wulan

“… This study aims to perform sentiment analysis on reviews of the film “JUMBO” collected from the Twitter platform, using the Naive Bayes and Support Vector …”
Volltext

Impact of SMOTE and ADASYN on Class Imbalance in Metabolic Syndrome Classification Using Random Forest Algorithm von Nurhayati, Lutfiana Deka, Rahardi, Majid

“… Metabolic Syndrome is a collection of medical conditions that can increase the risk of stroke, cardiovascular disease, and type 2 diabetes. Early detection of …”
Volltext

Forecasting coconut production in West Aceh Using GIS and SARIMAX von Ridha, Arrazy Elba, Azwanda, Azwanda, Adib, Adib

“… Coconut (Cocos nucifera) is a strategic commodity for agro-industrial development in Indonesia, especially in Sumatra, which is home to 34.5% of national …”
Volltext

Development of an IoT-Based Smart Cane with Non-Invasive Health Monitoring for Elderly Care in Batam von Putera, Dimas Akmarul, Adi, Roni, Kurniawan, Dwi Ely, Leman, Abdul Mutalib, Raynold, Raynold

“… The rapid growth of the elderly population requires assistive technologies that support mobility, health, and safety. This study presents the development of an …”
Volltext

Addition of Non-Skin Classes in Skin Type Classification Using EfficientNet-B0 Architecture von Sani, Haitsam Muftin, Wardhana, Ajie Kusuma

“… Skin type classification is an essential process in dermatology and skincare, aiming to categorize skin conditions such as dry, normal, and oily. However, …”
Volltext

Mapping the Polarity of Tourist Opinions on Indonesian Destinations through Google Maps Reviews Using Supervised Learning Methods von Sa’adah, Siti Miftahus, Umam, Khothibul, Handayani, Maya Rini, Mustofa, Mokhammad Iklil

“… The advancement of information technology has transformed how individuals seek information and plan their travels, notably through online reviews of tourist …”
Volltext

Comparison of Support Vector Machine (SVM) and Random Forest Algorithms in the Analysis of SOcial Media X User Sentiment Towards the TNI Bill von Rochmawati, Nur, Zyen, Akhmad Khanif, Widiastuti, Nur Aeni

“… The rapid advancement of information technology has enabled the public to openly express their views through social media, including on strategic national …”
Volltext

Sentiment Analysis of E-Commerce Product Reviews on Tokopedia Using Support Vector Machine von Alaiya, Azna, Nurdin, Nurdin, Agusniar, Cut

“… This research aims to analyze the performance of Support Vector Machine (SVM) algorithm in classifying sentiment of e-commerce product reviews on the Tokopedia …”
Volltext

Python-Based Linear Regression Modeling of Liquidity and Profitability Ratios as Determinants of Firm Value in Commercial Banks in Indonesia von Febriyanti, Zahra, Karismariyanti, Magdalena, Sukmawati, Fitri

“… The decline in Indonesian banking stocks in early 2024 was caused by foreign capital outflows. A decrease in foreign investment can reduce banks' ability to …”
Volltext

Comparative Study of Logistic Regression, Random Forest, and XGBoost for Bank Loan Approval Classification von Putra, Hamdika, Rumini, Rumini

“… Bank loan approval plays a vital role in ensuring financial institutions can minimize credit risk while supporting economic growth. Default prediction is a …”
Volltext

Utilizing IndoBERT and BERTopic to Explore Public Opinion on BPS Instagram Posts von Anugrah, Ahmad Farhan, Agatha, Rendy Dwi

“… This study aims to analyze public sentiment and topics of opinion toward the Central Statistics Agency (BPS) through comments on the Instagram account …”
Volltext

Adaptive File Integrity Monitoring for Container Virtualization Environments using OSSEC with Real-Time Alerting von Wowiling, Gerry, Sinambela, Eka Stephani, Simatupang, Frengki, Siagian, Fabert Jody Manuel, Sibarani, Aisyah Ayu, Batubara, Indah Sari

“… In this ever-evolving digital age, container technology has become one of the main solutions in cloud computing due to its efficiency and flexibility. However, …”
Volltext

Optimizing Decision Tree and Random Forest with Grid Search and SMOTE for Malware Classification on IoT Network Traffic von Siroj, Muhammad Nurus, Zyen, Akhmad Khanif, Wibowo, Gentur Wahyu Nyipto

“… The rapid growth of the Internet of Things (IoT) has increased the risk of malware attacks, posing serious threats especially to micro, small, and medium …”
Volltext

Comparison of Light Gradient Boosting Machine, eXtreme Gradient Boosting, and CatBoost with Balancing and Hyperparameter Tuning for Hypertension Risk Prediction on Clinical Dataset von Murtiningsih, Dewi Ayu, Sari, Bety Wulan, Fajri, Ika Nur

“… Hypertension is a long-lasting condition that is highly prevalent and significantly contributes to cardiovascular issues, making early identification a crucial …”
Volltext

IoT-Based Adaptive Room Temperature Monitoring and Energy Optimization System Using NodeMCU ESP8266 von Aswandi, Sakti, Rizal, Rizal, Afrillia, Yesy

“… This study presents the development of an IoT-based room temperature monitoring and AC control system at the Faculty of Engineering, Universitas Malikussaleh, …”
Volltext

Pap Smear Image Classification for Cervical Cancer Prediction with Transfer Learning on ResNet101 Architecture von Dewi, Sila Cahya, Rumini, Rumini

“… Early detection of cervical cancer remains a pivotal strategy to improve clinical outcomes and mitigate mortality associated with this disease. This study …”
Volltext

Myopia Identification by Fundus Photo Image Classification Using Convolutional Neural Network von Laksono, Giffari Ilham, Winarno, Sri

“… Myopia is a significant vision problem worldwide, requiring early detection to prevent further damage. This study aims to develop an image classification model …”
Volltext