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Creating a Text Analysis Tool for Socio-Humanitarian Research. Part 2. The RSA Machine and the Experience in Using It
Scientific and Technical Information Processing ( IF 0.4 ) Pub Date : 2021-02-26 , DOI: 10.3103/s0147688220060040
Y. M. Kuznetsova , I. V. Smirnov , M. A. Stankevich , N. V. Chudova

Abstract

This paper considers the best-known tools for linguistic and statistical analysis of text corpora and introduces the RSA machine, which is a novel text analysis tool for socio-humanitarian research. The machine architecture and developing tools of the RSA machine are described. The results of a pilot study of texts using the RSA machine are presented. The pilot study of the capabilities of the new tool was carried out on the basis of 142 essay texts written on the theme “I. Others. World.” The performed correlation analysis revealed some relations between extracted texts attributes detected using the RSA machine (e.g. the frequency of predicate types and syntaxeme types) and psychodiagnostic research data, in particular, that on the level of aggressiveness. A scheme for interpreting predicate analysis data is proposed, which allows us to describe the specifics of speech-cognitive activity and worldview depending on the group and personal characteristics of the authors of the texts.



中文翻译:

创建用于社会人道主义研究的文本分析工具。第2部分。RSA机器及其使用经验

摘要

本文考虑了用于文本语料库的语言和统计分析的最著名工具,并介绍了RSA机器,它是一种用于社会人道主义研究的新型文本分析工具。描述了RSA机器的机器体系结构和开发工具。介绍了使用RSA机器进行文本初步研究的结果。对新工具的功能进行了初步研究,以142篇主题为“ I. I.”的论文为基础。其他。世界。” 进行的相关性分析揭示了使用RSA机器检测到的提取文本属性(例如谓词类型和句法类型的频率)与心理诊断研究数据之间的某些关系,特别是在侵略性方面。提出了一种解释谓词分析数据的方案,

更新日期:2021-02-28
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