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Research on three-layer collaborative filtering recommendation for Online Judge

机译:在线法官三层协同过滤推荐研究

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Online Judge is widespread for the undergraduate to study programming. The users usually feel confused while locating the problems they prefer from the massive ones. This paper proposes a specialized recommendation model for the online judge systems in order to present the alternative problems to the users which they may be interested in potentially. In this model, a three-level collaborative filtering recommendation method is referred to and redesigned catering for the specific interaction mode of Online Judge. This method is described in detail in this paper and implemented in our demo system which demonstrates its availability.
机译:在线法官对于本科生来说很广泛,他们可以学习程序设计。在从大量问题中找出他们偏爱的问题时,用户通常会感到困惑。本文为在线法官系统提出了一种专门的推荐模型,以便向用户展示他们可能感兴趣的替代问题。在该模型中,参考了三级协作筛选推荐方法,并针对在线裁判的特定交互模式进行了重新设计。本文详细介绍了该方法,并在我们的演示系统中对其进行了演示,演示了该方法的可用性。

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