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Estimating probability of spreading information by users on micro-weblogs

机译:估计用户在微博客上传播信息的可能性

摘要

Methods and systems for estimating a probability of re-sharing information include extracting keywords from a set of documents addressed to a user; weighting the keywords from the set of documents according a metric for the user's interest in the keywords' respective source documents to create an interest model; receiving a new document having one or more keywords; and determining a likelihood that the user will re-share the new document, where the likelihood is based on the interest model and the one or more keywords present in the new document.
机译:估计重新共享信息的可能性的方法和系统包括:从一组发给用户的文档中提取关键词;根据用户对关键词各自的源文档中的兴趣的度量,从文档集合中对关键词进行加权,以创建兴趣模型;接收具有一个或多个关键字的新文档;确定用户将重新共享新文档的可能性,其中该可能性基于兴趣模型和新文档中存在的一个或多个关键字。

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