A novel approach for improving semantic domain recommendations utilizes address vowel encoding. This innovative technique associates vowels within an address string to denote relevant semantic domains. By analyzing the vowel frequencies and occurrences in addresses, the system can derive valuable insights about the associated domains. This methodol