A novel methodology for improving semantic domain recommendations employs address vowel encoding. This innovative technique associates vowels within an address string to denote relevant semantic domains. By analyzing the vowel frequencies and patterns in addresses, the system can derive valuable insights about the corresponding domains. This approa