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User Name Disambiguation in Community Question Answering

机译:社区问答中的用户名歧义消除

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Community question answering sites provide us convenient and interactive platforms for problem solving and knowledge sharing, which are attracting an increasing number of users. Accordingly, it will be very common that different people have the same user name. When a query question is given, some potential answer providers would be recommended to the asker in the form of user name. However, some user names are ambiguous and not unique in the community. To help question askers match the ambiguous user names with the right people, in this paper, we propose to disambiguate same-name users by ranking their tag-based relevance to a query question. Empirical studies on three community question answering datasets demonstrate that our method is effective for disambiguating user names in community question answering.
机译:社区问题解答站点为我们提供了方便且交互式的平台来解决问题和共享知识,吸引了越来越多的用户。因此,不同的人具有相同的用户名将是非常普遍的。当给出查询问题时,将以用户名的形式向提问者推荐一些潜在的答案提供者。但是,某些用户名是模棱两可的,并且在社区中不是唯一的。为了帮助提问者将模棱两可的用户名与合适的人匹配,在本文中,我们建议通过对基于名字的用户与查询问题的相关性进行排名,从而消除歧义。对三个社区问答数据集的实证研究表明,我们的方法可有效消除社区问答中的用户名。

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