This study focuses on the second group of hashing algorithms and criticizes the hashing algorithms using Feistel Networkwhich are widely utilized in text mining studies. We propose a new approach which is mainly built on the substitution boxes (sboxes),which is in the core of all Feistel Networks and processes the text faster than the other implementations.