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