Browse Items (25 total)
- Collection: Vol 7 No 1 (2023)
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Covid-19 Fake News Detection on Twitter Based on Author Credibility
Using Information Gain and KNN Methods
Twitter is one of the social media that is used as a tool to share various kinds of information about various kinds of things
that are of concern to social media users. One of the information shared is information about COVID-19, which is known…
that are of concern to social media users. One of the information shared is information about COVID-19, which is known…
Comparison of Sentiment Analysis Methods Based on Accuracy Value
Case Study: Twitter Mentions of Academic Article
The assessment of academic articles is based on the number of citations, but the number only is not enough. So now there is
Altmetric which can measure the impact of academic articles from the number of citations and using social media, usually…
Altmetric which can measure the impact of academic articles from the number of citations and using social media, usually…
A Comparative Study of CatBoost and Double Random Forest
for Multi-class Classification
Multi-class classification has its challenge compared to binary classification. The challenges mainly caused by the interactions
between explanatory and responses variable are increasingly complex. Ensemble-based methods such as boosting and random…
between explanatory and responses variable are increasingly complex. Ensemble-based methods such as boosting and random…
Software as a Service-based Integrated Interactive Online Course System
Several online learning platforms use recorded videos as a medium for delivering their material. In addition, several
applications, such as Zoom, Google Meet, and WhatsApp, can help communicate interactively during this learning process.
However,…
applications, such as Zoom, Google Meet, and WhatsApp, can help communicate interactively during this learning process.
However,…
Image Classification of Vegetable Quality using Support Vector Machine
based on Convolutional Neural Network
As part of an effort to develop intelligent agriculture, new methods for enhancing the quality of vegetables are
being continually developed. In recent years, the Convolutional Neural Network (CNN) has shown to be the most
successful and…
being continually developed. In recent years, the Convolutional Neural Network (CNN) has shown to be the most
successful and…
Classification of Fruits Based on Shape and Color
using Combined Nearest Mean Classifiers
Fruit classification is an important task in many agriculture industry. The fruit classification system can be used to identify the
types and prices of fruit. Manual classification of fruit is not efficient for large amount of fruits. The…
types and prices of fruit. Manual classification of fruit is not efficient for large amount of fruits. The…
Implementing Agile Scrum Methodology in The Development of
SICITRA Mobile Application
Software development management system is important in application development. A proper software development
management system will create a team that can adapt to system requirements and changes during application development.
Various software…
management system will create a team that can adapt to system requirements and changes during application development.
Various software…
Sunflower Image Classification Using Multiclass Support Vector Machine
Based on Histogram Characteristics
Sunflower is an important commodity in agriculture, besides being used as an ornamental plant, sunflower is an oil-producing
plant and a source of industrial materials. In Indonesia, sunflower productivity is considered less than optimal, because…
plant and a source of industrial materials. In Indonesia, sunflower productivity is considered less than optimal, because…
Capturing Students’ Dynamic Learning Pattern Based on Activity Logs
Using Hierarchical Clustering
Students can have various characteristics and learning patterns. By understanding the characteristics and learning pattern of
individual students, teachers can provide individualized learning strategies based on students' needs. Students' learning…
individual students, teachers can provide individualized learning strategies based on students' needs. Students' learning…
Sentiment Analysis Against Political Figure’s Billboard During Pandemic
Using Naïve Bayes Algorithm
In the midst of the Covid-19 Pandemic, many Indonesians have reacted negatively to the placement of political individuals'
billboards with very huge sizes on the streets. The early political campaign that was run was thought to be contentious. On…
billboards with very huge sizes on the streets. The early political campaign that was run was thought to be contentious. On…