Resistors are, pretty much, voltage-to-current and current-to-voltage converters, yes.
In your case, you should use a 5V regulator. These are very cheap and common. If you only need 100 mA of current out of it, you can use a 78L05, which comes in a TO-92 package like a small-signal transistor...