A novel technique for improving semantic domain recommendations leverages address vowel encoding. This innovative technique maps vowels within an address string to denote relevant semantic domains. By processing the vowel frequencies and patterns in addresses, the system can extract valuable insights about the corresponding domains. This methodolog