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