A novel methodology for enhancing semantic domain recommendations leverages address vowel encoding. This innovative technique maps vowels within an address string to represent relevant semantic domains. By processing the vowel frequencies and patterns in addresses, the system can extract valuable insights about the corresponding domains. This appro