PLAYER MODELING FOR ROLE-PLAYING GAMES

摘要

In many popular role-playing games, player modeling features are poor, despite the fact that their use can enhance the player experience regarding its content and narrative. In this work, we present a Player Modeling architecture to incorporate in Role-Playing Games that uses a classifier to analyze player interactions with the virtual world, associating them with a player profile. We designed an association between those profiles and types of quests to generate a tailored experience that provides better enjoyment and immersion for the player. The architecture was implemented in a well known commercial game (TESV:Skyrim) and validated through both a controlled study and the player community.