http://docs.oracle.com/javase/6/docs/api/java/util/StringTokenizer.html
say:
StringTokenizer is a legacy class that is retained for compatibility reasons although its use is discouraged in new code. It is recommended that anyone seeking this functionality use the split method of String or the java.util.regex package instead.
So I would say, don't change it and show that line to the person who recommended refactoring it. Maybe they have old information or another good reason to tell you.