When asked what my favorite book was, I couldn't answer right away.
Usage
愛読書 implies a book that someone has read multiple times and holds in high regard. It is a common question in interviews and self-introductions in Japan.
Forms
愛 (love) + 読書 (reading/book) — literally a book one loves to read.