We assume that if the unknown word forms a known word with adjacent characters or words, then it is not a valid unknown word.
if any one of the following words exists in the dictionary, then we delete the unknown word from the list: (the last four characters) exists in the dictionary (except those words that are numbers, alphabets or symbols), then we delete the unknown word candidate from the list.