Increasing search for a journal article should be supported by appropriate journal articles
search results. Searching for appropriate journal articles can be done by grouping journal …

In text mining problems, text classification is one of the common tasks. Several real-world
document classification involves imbalanced text data. This research investigates the …

In this work, different Machine Learning (ML) techniques are used and evaluated based on
their performance of classifying peer reviewed published content. The ultimate objective is to …

Classification is a systematic grouping of objects or objects or certain patterns based on the
similarity of characteristics. One method that can be used in classifying data is Support …

The spread of international journals or scientific articles as research supporting material is
increasing. This makes the number of available journal documents make it more difficult to …

In the learning management system, there are reviews from students of the learning process
that has been done in a period. In this case, we use the review dataset to conduct sentiment …

Tween Tribune is an online website that provides daily news articles for children, teenagers,
and teachers. The purpose of this study is to classify articles based on the level of article …

This paper aims to classify the Quranic topics that differ in their number of verses by applying
the SMOTE technique. SMOTE is used to rebalance samples of minority classes in these …

Text mining is a technique that can be used for data processing. News classification is one
of the text mining applications. Support Vector Machine is an algorithm that can be used for …

Text classification, or text categorization, is the process that categorizes text into organized
groups. Text classifiers can parse text and categorize it based on its content. The text …