My opponent played scissors in the previous round and won. They might continue with scissors since it was successful, so rock would be a good counter. Additionally, there's been a pattern of many ties in this game, suggesting possible move anticipation. By choosing rock, I can potentially counter their scissors if they repeat it, or at worst tie if they also choose rock.