文化遗产档案的策展技术:分析并将异构数据集转化为交互式策展工作台

Georg Rehm, Martin Lee, J. Schneider, Peter Bourgonje
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引用次数: 6

摘要

我们提供了一个平台,可以对文档集合进行语义分析、丰富、可视化和呈现,使人类用户能够直观地交互和探索集合,简而言之,就是一个管理平台或工作台。所使用的数据集是由韩国学者开展的一个研究项目的结果,在该项目中,收集了有关德国统一的德国政府官方文件,进行了智力策划,分析,解释并出版了多卷。我们处理的文件大部分是德语,一小部分,主要是摘要,是韩语。本文描述了生成数据集的原始研究项目,并重点描述了为该项目调整和扩展的平台和自然语言处理(NLP)管道(例如,添加了OCR)。我们的主要目标是开发一个交互式管理工作台,使用户能够以几种不同的方式与数据集进行交互,这些方式超越了当前版本的已发布文档集,即一组在线可用的PDF文档。最后对平台的改进和今后的工作提出了建议。
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Curation Technologies for Cultural Heritage Archives: Analysing and transforming a heterogeneous data set into an interactive curation workbench
We present a platform that enables the semantic analysis, enrichment, visualisation and presentation of a document collection in a way that enables human users to intuitively interact and explore the collection, in short, a curation platform or workbench. The data set used is the result of a research project, carried out by scholars from South Korea, in which official German government documents on the German re-unification were collected, intellectually curated, analysed, interpreted and published in multiple volumes. The documents we worked with are mostly in German, a small subset, mostly summaries, is in Korean. This paper describes the original research project that generated the data set and focuses upon a description of the platform and Natural Language Processing (NLP) pipeline adapted and extended for this project (e. g., OCR was added). Our key objective is to develop an interactive curation workbench that enables users to interact with the data set in several different ways that go beyond the current version of the published document collection as a set of PDF documents that are available online. The paper concludes with suggestions regarding the improvement of the platform and future work.
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