A novel methodology for enhancing semantic domain recommendations employs address vowel encoding. This groundbreaking 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 corresponding domains. This