Yes, asking about someone's hobbies or interests, where they're from, where they've traveled to or where they'd like to travel, movies they've seen. Or a nice (genuine) compliment on shoes, watch, jewelry can get the ball rolling too.
I often ask "how do you know [the host/hostess]" if I'm making chit chat with someone I just met at a cocktail party. Then, just listen!