Instead, you should italicize book titles.
Here's why:
* Underlining was the standard practice for titles in typed papers before the widespread use of computers and word processing programs.
* Italics are now the preferred way to indicate emphasis and distinguish titles from regular text.
Example:
Instead of: _The Lord of the Rings_
You should write: *The Lord of the Rings*