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Structuring and Exploring the Biomedical Literature Using Latent Semantics

机译:使用潜在语义构建和探索生物医学文献

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The fast increasing amount of articles published in the biomedical field is creating difficulties in the way this wealth of information can be efficiently exploited by researchers. As a way of overcoming these limitations and potentiating a more efficient use of the literature, we propose an approach for structuring the results of a literature search based on the latent semantic information extracted from a corpus. Moreover, we show how the results of the Latent Semantic Analysis method can be adapted so as to evidence differences between results of different searches. We also propose different visualization techniques that can be applied to explore these results. Used in combination, these techniques could empower users with tools for literature guided knowledge exploration and discovery.
机译:在生物医学领域发表的快速增加的文章在这方面可以促进困难,从研究人员有效地利用这一丰富的信息。作为一种克服这些限制和增强文献更有效的利用的一种方式,我们提出了一种基于从语料库中提取的潜在语义信息来构建文献搜索结果的方法。此外,我们展示了如何调整潜在语义分析方法的结果,以便对不同搜索结果之间的证据差异进行调整。我们还提出了可以应用于探索这些结果的不同可视化技术。组合使用,这些技术可以使用户能够用文学引导知识探索和发现的工具。

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