I have a technique for when I'm alone in a large social setting. Find other alone people. It's not hard to spot them if you're looking, and in most cases they will appreciate the friendliness.
This works especially well in a situation like a networking event or large party where it is unlikely that attendees will know everyone else.
This works especially well in a situation like a networking event or large party where it is unlikely that attendees will know everyone else.