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