A novel approach for improving semantic domain recommendations utilizes address vowel encoding. This groundbreaking technique associates vowels within an address string to represent relevant semantic domains. By interpreting the vowel frequencies and distributions in addresses, the system can extract valuable insights about the linked domains. This