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