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GDC Next 2014 Schedule

View, browse and sort the ever-growing list of GDC Next sessions by pass type, track, format and day. With GDC Next Session Scheduler, you can build your schedule in advance and access it during the show via export or with the GDC Next Mobile App. Sessions do fill up, so please arrive early to sessions that you would like to attend.

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  • To Catch a Fraud: Mining Social Network Data for Negative Play

    Joshua Clark  |  Independent, USC Annenberg School
    Location:  Room 511 AB
    Format: Lecture
    Track: Community
    Pass Type: All Access Pass, GDC Next Pass - Get your pass now!
    Vault Recording: Video
    Audience Level: All

    Cheaters never win but sometimes they prosper, and when they do, player satisfaction suffers. This session explores how to use relational data (such as social or trading networks) to track and catch people who are lowering the quality of a game by exploiting other players. This data can be used to learn what forms negative behavior takes, how it influences other players, and potentially serve as the basis for creating models to identify potentially negative influences before they can damage others.

    Takeaway

    Attendees will learn how insights from criminology and game studies can work in conjunction with social network analysis and machine learning to provide a more effective solution for detecting certain varieties of cheating.




     
    UBM Tech