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System for evaluating journal articles

机译:评估期刊文章的系统

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:一种机器学习的方法,用于教导计算机以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疗制品数据库中的培训集,包括与发表医疗文章的医学期刊相关的主题技术专家推荐的医疗制品。该方法还可以包括通过计算机的特征提取控制器识别,通过远程注释服务和远程文章信息服务在医疗文章中识别。该方法还可以包括通过电子方式可用的预期系统服务来识别,医学制品中的第二个特征。该方法还可以包括通过特征提取控制器,第一和第二特征来减少,以形成一组相关特征。

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