Text mining is a rapidly growing field in computer science that used to extract meaningful information from text data. This can be for various applications, such as categorizing research abstracts based on their content. study focuses the use of techniques. The goal was determine which algorithm more accurate abstracts. results indicated J48 outperformed K-Means terms accuracy. suggests effecti...