The opponent has shown a preference for rock, playing it in rounds 1 and 3. After winning with rock in the previous round, they may be inclined to use it again. Paper would be a strong counter to this tendency. While there's a risk they might anticipate this and play scissors, I believe capitalizing on their apparent rock preference is the best strategic move at this point.