Based on the opponent's recent pattern of alternating between rock and paper (with rock in the last round), they may play paper next. Choosing scissors would give me a good chance to win my first round. Also, my opponent has only played scissors once in seven rounds, suggesting they may favor rock and paper, making scissors a strategic choice to break my losing streak.