A novel methodology for improving semantic domain recommendations leverages address vowel encoding. This innovative technique links vowels within an address string to indicate relevant semantic domains. By interpreting the vowel frequencies and patterns in addresses, the system can derive valuable insights about the associated domains. This methodo