but even so there is something that needs to be improved again, namely the process ofthe TF-IDF and Cosine Similarity programs which can be said to take quite a long time in processing calculations.Suggestions that can be given for further research are to look for special programs that can shorten the programruntime or compare the process runtime of this method with other calculation methods.