A novel approach for enhancing semantic domain recommendations employs address vowel encoding. This innovative technique links vowels within an address string to denote relevant semantic domains. By analyzing the vowel frequencies and occurrences in addresses, the system can infer valuable insights about the corresponding domains. This methodology