A novel methodology for improving semantic domain recommendations utilizes address vowel encoding. This innovative technique links 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 linked domains. This approach has