The folks behind the first Children's and YA Bloggers' Literary Awards already have a website up and running. They're already taking nominations!
Sheila at Wands and Worlds is administering the fantasy and science fiction portion of this program. She still needs committee members, if anyone's interested. I'm not sure about the status of the other committees. I've been careful to pay attention to what's going on at fantasy & scifi because I volunteered to serve there.