The design of a children's book exhibition involves creating an interactive and engaging environment that caters to the interests of young readers. This includes selecting appropriate themes, arranging the layout to be visually appealing, incorporating interactive elements like reading stations or games, and ensuring the overall aesthetic is both educational and stimulating. The design should also consider accessibility and safety for young children.