A novel approach for improving semantic domain recommendations employs address vowel encoding. This innovative technique maps 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 corresponding domains. This methodolog