Your idea certainly isn't ludicrous, the majority of people on here have faced all sorts of adversities, to be together.

Most of us entered relationships, having absolutely no idea of immigration laws, many more will follow. We all managed to find our way, to this fantastic site.

Try for a visit visa, it'll be a yes or a no? The fact that your gf has been working outside of the Philippines & has returned home, may well work in her favour?

Roughly 80% of visit visas are turned down, but that means 20% are succesful.

The only surefire way to be together, at the moment is to visit her.
Hang in there, don't think your situation is hopeless, I'm sure all the hassles will be worth it in the end.

Good luck!