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SYSTEM FOR EVALUATING JOURNAL ARTICLES

机译:期刊论文评价系统

摘要

A method of machine learning that teaches a computer to determine likelihood that a medical journal article is classified as high value for an intended system. In some embodiments, the method includes procuring, in a medical articles database on the computer, a training set including medical articles recommended by subject matter experts associated with medical journals that have published the medical articles. The method can also include identifying, by a feature extraction controller of the computer, first features in the medical articles via a remote annotation service and a remote article information service. The method can also include identifying, by intended system services electronically available to the intended system, second features in the medical articles. The method can also include reducing, by the feature extraction controller, the first and second features to form a set of relevant features.
机译:一种机器学习方法,可教计算机确定医学期刊文章被归类为预期系统的高价值的可能性。在一些实施例中,该方法包括在计算机上的医学文章数据库中获得训练集,该训练集包括由与已经发表医学文章的医学期刊相关联的主题专家推荐的医学文章。该方法还可以包括通过计算机的特征提取控制器经由远程注释服务和远程物品信息服务来识别医疗物品中的第一特征。该方法还可以包括通过对预期系统电子可用的预期系统服务来识别医疗制品中的第二特征。该方法还可包括通过特征提取控制器缩小第一和第二特征以形成一组相关特征。

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