It is Earth, with both name and galaxy changed (that is, to Planet Bomber and Bomber Galaxy), it seems. But in terms of countries and geography, it is mostly the same.

if you can get me a video that has the speech in Japanese on Bomberman World intro, I can translate it. I'm much better at listening than reading, too.