How do you research artists that don't have a lot of available information?

I want to do a research project on lesser known artists but I don't know where to even begin. I'd be interested in interviewing people that knew them but I don't have any leads on that either. I don't even know where to begin. Anyone that has done a similar project before, do you have any ideas?