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