Data Mining

All Items

• A Probability-Based Reliability Model for Evaluating Ro-Ro Ferry Sailing Speed Compliance Using AIS Data

  Hardiyanto Hardiyanto, Andri Nofiar. Am, Teguh Widodo, Supria Supria, Depandi Enda, Zulyani Zulyani

  647-661

• Analysis of Household Electricity Consumption Patterns Using K-Nearest Neighbor (KNN) Method

  Cut Susan Octiva, Sultan Hady, Dedy Irwan, T. Irfan Fajri, Novrini Hasti

  442-449

• Analysis of Scooter Spare Parts Sales at Harapan Indah Scooter Using the K-Means Algorithm

  Frencis Matheos Sarimole, Tracy Olivera Lingga

  965-974

• Analysis of the Effectiveness of IoT-Based Automatic Street Lighting Control Using Linear Regression Method

  Tino Saputra, Untung Surapati

  690-701

• Application of the Naive Bayes Algorithm in Twitter Sentiment Analysis of 2024 Vice Presidential Candidate Gibran Rakabuming Raka using Rapidminer

  Tasya Aisyah Amini, Kiki Setiawan

  234-246

• Apriori Algorithm Analysis of Mattress Material Usage Data for Enhanced Production Optimization

  Niko Suwaryo, Santoso Santoso, Masgo Masgo, Tugiman Tugiman, Sandy Gunarso Wijoyo, Nugraha Nugraha

  576-586

• Classification of Customer Satisfaction with the K-Nearest Neighbor Algorithm in Relation to Employee Performance at PT. Airkon Pratama

  Ahmad Suprianto, Untung Surapati, Yuma Akbar, Aditya Zakaria Hidayat

  882-895

• Classification of Drug Data Usage Using the K-Means Deep Algorithm to Minimize Drug Stock Shortages (Case Study: South Cikarang Community Health Center)

  Muhamad Risvan Mantona, Ahmad Turmudi Zy, Agus Suwarno

  225-233

• Classification of Potential Tsunami Disaster Due to Earthquakes in Indonesia Based on Machine Learning

  Eri Mardiani, Nur Rahmansyah, Sari Ningsih, Dhieka Avrilia Lantana, Nabila Puspita Wulandana, Azzaleya Agashi Lombu, Sisca Budyarti

  13-23

• Data Mining Modeling Using the K-Means Algorithm to Analyze the Impact of New Media on Early Childhood Psychology at Bimba Rainbow Kids Sukmajaya

  Sugiyono, Haryati, Frencis Matheos Sarimole, Tundo

  647-655

• Design Principles for Enhancing AI-Assisted Moderation in Hate Speech Detection on Social Media Platforms

  Alex Graf, Danny Coolsaet

  409-417

• Estimating Distributor Demand for Fishing Gear Products Using Linear Regression Algorithm

  Keswanto, Wahyu Hadikristanto, Edora

  576-585

• Grouping Production Goods Requirements Using the K-Means Clustering Method

  Dani Yuda Dwi Setiawan, Wahyu Hadikristanto, Edora

  418-429

• Implementation of RFM Analysis to Enhance Sales Patterns of Food and Beverages at Bonjour Café and Resto Using the Apriori Algorithm

  Julvan Marzuki Putra Sibarani, Yuma Akbar, Sutisna, Kiki Setiawan

  1261-1279

• Leveraging Neural Matrix Factorization (NeuralMF) and Graph Neural Networks (GNNs) for Enhanced Personalization in E-Learning Systems

  Achmad Maezar Bayu Aji, Dewi Nurdiyanti, Hasan Basri

  463-472

• Modeling the Reputation of Digital Banks Based on Public Opinion Using a Text Mining Approach with TF-IDF and the Support Vector Machine (SVM) Algorithm

  Muhamad Ihsan Ashari, Afif Efendi, Dimas Eko Prasetyo

  404-416

• Optimization of K Value in KNN Algorithm for Spam and HAM Classification in SMS Texts

  Ferryma Arba Apriansyah, Arief Hermawan, Donny Avianto

  767-779

• Optimizing the 2024 Governor Election Quick Count with Extreme Gradient Boosting (XGBoost) to Increase Voting Prediction Accuracy

  I Wayan Gede Suacana, Didik Suhariyanto, Ferdinant Nuru

  91-106

• Predicting Consumer Demand Based on Retail Stock Using the K-Nearest Neighbors Algorithm

  Anindya Putri N.A, Wahyu Hadikristanto, Edora

  523-534

• Product Demand Forecast Analysis Using Predictive Models and Time Series Forecasting Algorithms on the Temu Marketplace Platform

  Muhammad Nana Trisolvena, Marwah Masruroh, Yanti Mayasari Ginting

  430-439

• Sentiment Analysis of BMKG Weather Information Service Using K-Nearest Neighbor Method

  Muhamad Fajar Sodiq, Fatkhul Amin

  822-835

• Sentiment Analysis of Kredivo App Users Using the K-Nearest Neighbor Algorithm

  Saepudin, Sutisna

  1219-1232

• Sentiment Analysis of Social Media X Users Towards Legislators Engaged in Online Gambling Using Naïve Bayes Algorithm

  Vivi Nurmaylina, Yuma Akbar

  1128-1136

• The Application of Artificial Intelligence for Anomaly Detection in Big Data Systems for Decision-Making

  Cut Susan Octiva, Dikky Suryadi, Loso Judijanto, Mitranikasih Laia, Dedy Irwan

  983-989