Keyword-Based Hadith Grouping Using Fuzzy C-Means Method

Abstract

Most of the Islamic documents have been documented and published to Muslims to be studied and applied in daily activities. One of these documents is a Hadith. Along with the development of hadith technology not only recorded on sheets of paper but also stored on digital data storage media in the form of databases. Document grouping allows users to get better information than using documents in the same group. Fuzzy techniques allow different membership levels. The purpose of grouping documents is to get different groups. This is needed for better document search. The document used in this study is an Indonesian translation of the Sunnan An Nasa'i Hadith tradition with a grouping technique using a combination of Text Mining and Fuzzy C-Means algorithm as a method of grouping it. By comparing the results of manual calculations against the results of calculations using RStudio software, the accuracy obtained is 80%.