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Link-based spam detection

机译:基于链接的垃圾邮件检测

摘要

A computer implemented method of ranking search hits in a search result set. The computer-implemented method includes receiving a query from a user and generating a list of hits related to the query, where each of the hits has a relevance to the query, where the hits have one or more boosting linked documents pointing to the hits, and where the boosting linked documents affect the relevance of the hits to the query. The method associates a metric to each of at least a subset of the hits, the metric being representative of the number of boosting linked documents that point to each of at least a subset of the hits and which artificially inflate the relevance of the hits. The method then compares the metric, which is representative of the size of a spam farm pointing to the hit, with a threshold value, processes the list of hits to form a modified list based in part on the comparison, and transmits the modified list to the user.
机译:一种计算机实现的对搜索结果集中的搜索命中进行排名的方法。该计算机实施的方法包括:接收来自用户的查询;以及生成与该查询有关的命中列表,其中,每个命中都与查询相关;其中,命中具有一个或多个指向命中的增强链接文档,以及提升链接的文档会影响匹配与查询的相关性。该方法将度量与命中的至少一个子集的每一个相关联,该度量表示指向链接的至少子集的每一个的助推链接文档的数量,并且人工地使命中的相关性膨胀。然后,该方法将代表指向该命中的垃圾邮件场大小的度量与一个阈值进行比较,部分地基于比较,对命中列表进行处理以形成修改后的列表,并将修改后的列表发送给用户。

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