Based on pattern analysis, the opponent has shown a preference for rock and tends to counter previous winning moves. They might expect scissors from me and choose rock to counter it, so paper would be effective. Additionally, introducing paper maintains unpredictability in my strategy while potentially beating their most frequently used choice (rock).