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Linked Data Supported Content Analysis for Sociology

机译:链接数据支持的社会学内容分析

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Philology and hermeneutics as the analysis and interpretation of natural language text in written historical sources are the predecessors of modern content analysis and date back already to antiquity. In empirical social sciences, especially in sociology, content analysis provides valuable insights to social structures and cultural norms of the present and past. With the ever growing amount of text on the web to analyze, also numerous computer-assisted text analysis techniques and tools were developed in sociological research. However, existing methods often go without sufficient standardization. As a consequence, sociological text analysis is lacking transparency, reproducibility and data re-usability. The goal of this paper is to show, how Linked Data principles and Entity Linking techniques can be used to structure, publish and analyze natural language text for sociological research to tackle these shortcomings. This is achieved on the use case of constitutional text documents of the Netherlands from 1884 to 2016 which represent an important contribution to the European cultural heritage. Finally, the generated data is made available and re-usable as Linked Data not only for sociologists, but also for all other researchers in the digital humanities domain interested in the development of constitutions in the Netherlands.
机译:语言学和诠释学是对书面历史资料中自然语言文本的分析和解释,是现代内容分析的前身,其历史可追溯至上古。在经验主义社会科学中,尤其是在社会学中,内容分析为当今和过去的社会结构和文化规范提供了宝贵的见解。随着网络上文本分析的不断增长,社会学研究中也开发了许多计算机辅助文本分析技术和工具。但是,现有方法经常没有足够的标准化。结果,社会学文本分析缺乏透明度,可再现性和数据可重用性。本文的目的是展示如何使用链接数据原理和实体链接技术来构建,发布和分析自然语言文本,以进行社会学研究以解决这些缺点。这是根据1884年至2016年荷兰宪法文本文件的使用案例实现的,这些案例对欧洲文化遗产做出了重要贡献。最后,生成的数据不仅可以供社会学家使用,而且还可以作为链接数据来使用,并且可以重复使用,不仅对社会学家而言,而且对数字人文科学领域中对荷兰宪法发展感兴趣的所有其他研究人员都可以使用。

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