Natural Language Processing System Applied in Public Health for Assessment of an Automatic Analysis of Patterns Generator

Anabel Fraga, Juan Llorens Morillo, V. Rodríguez, Valentín Moreno
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Abstract

Nowadays, there are many scientific articles referring to any topic like medicine, technology, economics, finance, and so on. These articles are better known as papers, they represent the evaluation and interpretation of different arguments, showing results of scientific interest. At the end, most of these are published in magazines, books, journals, etc. Due to the fact that these papers are created with a higher frequency it is feasible to analyse how people write in the same domain. At the level of structure and with the help of graphs some of the results that can be found are: groups of words that are used (to determine if they come from a specific vocabulary), most common grammatical categories, most repeated words in a domain, patterns found, and frequency of patterns found. This research has been created to fulfil these needs. A domain of public health has been selected and it is composed of 800 papers about different topics referring to genetics such as mutations, genetic deafness, DNA, trinucleotide, suppressor genes, among others; and an ontology of public health has been used to provide the basis of the study.
自然语言处理系统在公共卫生评估中的应用——模式自动分析生成器
如今,有许多科学文章涉及任何主题,如医学、技术、经济、金融等。这些文章更被称为论文,它们代表了对不同论点的评价和解释,显示了科学兴趣的结果。最后,这些文章大多发表在杂志、书籍、期刊等上。由于这些论文是以更高的频率创建的,因此分析人们在同一领域的写作方式是可行的。在结构层次上,借助图可以找到的一些结果是:使用的单词组(以确定它们是否来自特定的词汇表)、最常见的语法类别、领域中重复最多的单词、发现的模式和发现的模式的频率。这项研究就是为了满足这些需求而进行的。选择了一个公共卫生领域,它由800篇关于不同主题的论文组成,涉及诸如突变、遗传性耳聋、DNA、三核苷酸、抑制基因等遗传学;并以公共卫生本体作为研究的基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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