A novel methodology for improving semantic domain recommendations utilizes address vowel encoding. This groundbreaking technique maps vowels within an address string ???? to indicate relevant semantic domains. By analyzing the vowel frequencies and distributions in addresses, the system can derive valuable insights about the corresponding domains.