Vol. 7 No. 2 (2025)
Dublin Core
Title
Vol. 7 No. 2 (2025)
Collection Items
ComparingNetflix Content-Based Approaches on Movies and TV Shows
This study investigates global content production trends on the Netflix platform using a combination of Exploratory Data Analysis (EDA), K-means clustering, and data visualization techniques. The primary objective is to identify how…
Glucofit: EvaluatingDaily Sugar Consumption in Preventing Diabetesusing SUS Method
Diabetes Mellitus (DM) is a growing global health issue, particularly in Indonesia, with excessive sugar consumption identified as a major contributing factor. However, public awareness regarding daily sugar intake remains low, partly…
Lung Diseases Classification Using the Naïve Bayes Algorithm
Lung disease is one of the diseases witha high rate of spread and mortality, especially in developing countries. Early detection is very important to increase the chances of recovery. This study aims to classify the types of lung disease using …
Sentiment Analysis of Animated Film “JUMBO” on
Twitter Using Random Forest and Semi-Supervised
Learning
This study investigates public sentiment toward the Indonesian animated film "JUMBO" using Twitter data and a
semi-supervised machine learning approach. Two thousand fifty tweets were collected and preprocessed to
remove noise, standardize text,…
semi-supervised machine learning approach. Two thousand fifty tweets were collected and preprocessed to
remove noise, standardize text,…
RobustMaturity Level Classification of Bell Pepper using CNN
The development of artificial intelligence has opened up new opportunities in various fields, including Bell Pepperimage detection. Theremaining issuesarethat the selection of the ripeness level of bell peppers manually can take a long time and…
Rapid Monitoring on Physiological Management During Outdoor Hiking using Dynamic Time Warping
Generation Z hikers face significant physiological challenges during outdoor activities, necessitating effective self-monitoring tools. While smartwatches offer biometric feedback, the impact of user awareness on physiological regulation remains…
Building an Effective Quran Learning Systemwith Prototyping Model
This study presents the development of an Android-based Qur’anic learning application using the Sahlun method, which combines the theoretical structure of the Ummi method with the oral articulation practices of Riyadhatul Lisan.…
Enhancing Selection Effectiveness of KIP Fund Recipients Using SAW Method
The selection process for recipients of the Indonesia Smart Card (KIP) fund at Nusantara PGRI University had been conducted manuallyandinefficiently. Thus, this paper focuseson developinga model thatcan effectivelyselectpotential …
Leveraging Energy Efficiency of SmartRoom using Blink System
This research presents the prototypeof an IoT-based automatic room temperature control system to improve energy efficiency within an office. The designed smart room system uses a NodeMCU ESP8266 microcontroller, a DHT22 sensor for …
Integrating Causal Analysis with Machine Learning for Meteorological-Based Energy Consumption Forecasting: A Multi-Method Approach
In the era of climate-aware infrastructure planning, accurate and interpretable energy consumption forecasting is a critical need for policymakers and utility providers. Traditional forecasting models often struggle to capture non-linear and dynamic…