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A semantic-based workflow for biomedical literature annotation

机译:基于语义的生物医学文献注释工作流程

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摘要

Computational annotation of textual information has taken on an important role in knowledge extraction from the biomedical literature, since most of the relevant information from scientific findings is still maintained in text format. In this endeavour, annotation tools can assist in the identification of biomedical concepts and their relationships, providing faster reading and curation processes, with reduced costs. However, the separate usage of distinct annotation systems results in highly heterogeneous data, as it is difficult to efficiently combine and exchange this valuable asset. Moreover, despite the existence of several annotation formats, there is no unified way to integrate miscellaneous annotation outcomes into a reusable, sharable and searchable structure. Taking up this challenge, we present a modular architecture for textual information integration using semantic web features and services. The solution described allows the migration of curation data into a common model, providing a suitable transition process in which multiple annotation data can be integrated and enriched, with the possibility of being shared, compared and reused across semantic knowledge bases.
机译:文本信息的计算注释在从生物医学文献中提取知识方面起着重要作用,因为科学发现中的大多数相关信息仍以文本格式保存。为此,注释工具可以帮助识别生物医学概念及其关系,从而以降低的成本提供更快的阅读和管理过程。但是,由于很难有效地组合和交换这种有价值的资产,因此不同注释系统的单独使用会导致高度异构的数据。此外,尽管存在几种注释格式,但是没有统一的方法将其他注释结果集成到可重用,可共享和可搜索的结构中。迎接这一挑战,我们提出了使用语义Web功能和服务的文本信息集成的模块化体系结构。所描述的解决方案允许将策展数据迁移到一个通用模型中,从而提供一种合适的过渡过程,在该过程中可以集成和丰富多个注释数据,并且可以跨语义知识库进行共享,比较和重用。

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