A novel approach for improving semantic domain recommendations utilizes address vowel encoding. This creative technique maps vowels within an address string to denote relevant semantic domains. By interpreting the vowel frequencies and occurrences in addresses, the system can derive valuable insights about the corresponding domains. This methodolog