I'm choosing rock because my opponent has shown a tendency to play scissors (winning with it twice already). Rock beats scissors, so this is a counter to what appears to be their preferred move. Also, I've played paper twice and lost both times, so I need to change my strategy. If they anticipate this and play paper, I'll lose, but given their pattern so far, rock seems like the most strategic choice.