Muslims use the Hadith as their legal basis, so the hadith can also be a way of life for all humans, especially for Muslims. Even though the hadith books are very large and thick, one of them is the Saheeh Muslim Hadits. In this modern era, most people prefer something that is efficient and easy, and computer science has been able to extract books into data that is easier to process, making it easier for people to keep reading, learning hadith, and also can be used to solve problems. without having to carry a large book. In this case, the researcher wants to apply a computer science namely Text Mining, using the Cosine similarity method as the Algorithm in the search is supported by the selection of the Term frequency feature and the researcher wants to know how effective the method is in dealing with this search problem. After the research was conducted, the researcher got the maximum results from the specified query with a precision value of p @ 10 = 90%, p @ 20 = 54%, and p @ 30 = 42%.
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