A novel technique for improving semantic domain recommendations utilizes address vowel encoding. This creative technique associates vowels within an address string to denote relevant semantic domains. By analyzing the vowel frequencies and patterns in addresses, the system can extract valuable insights about the corresponding domains. This approach