A novel methodology for improving semantic domain recommendations leverages address vowel encoding. This innovative technique maps vowels within an address string to indicate relevant semantic domains. By interpreting the vowel frequencies and occurrences in addresses, the system can infer valuable insights about the associated domains. This method