TF-IDF and Data Visualization For Syafie Madhhab Hadith Scriptures Authenticity

This paper describes a study on the adaptation of information retrieval (IR) using Term Frequency-Inverse Document Frequency and data visualization and to ease the searching for hadith process. The distribution of fabricated hadith that happened nowadays could negatively affect religion, Muslims, and Muslims' faith. The information technology's advent provides the platform for any applications and systems by indexing and IR to access the hadith's contents. However, the hadith's nature of scattered and disordered causes unpleasant usage of the indexing. The present IR method uses only the straightforward keyword search that does not highlight the details, significance, and relevance of the results retrieved. Therefore, this research expected to provide the progressive web-based application as the platform for users to locate hadith by entering any keyword as an input. It is also visualizing the most relevant source of hadith to enable users to make a better decision for them to read. The proposed solution's functionality and usability were tested, and as a result, it is proven that all the system features were functioning well and managed to receive 78.4% acceptance of system usability.