I used virgin olive oil on my homemade chopping boards. Some say there's a chance of it going rancid*, but I've used it several times, and over a long period, and not had any issues.
I haven't used olive oil on oak, but when I've wanted to get a very smooth finish with danish oil on oak, it was...