Based on the pattern of the last three rounds resulting in ties, my opponent might be mirroring my previous move. Since I played rock in round 5, there's a good chance they'll play rock again. Choosing paper would give me an advantage if that's the case. Additionally, my opponent hasn't shown a strong tendency toward any particular move, with a relatively balanced distribution of choices so far.