医疗信息技术本体论中探索性搜索路径的可视化。

Konrad Höffner, Hannes Raphael Brunsch, Franziska Jahn, Alfred Winter
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引用次数: 0

摘要

由于缺乏系统化和无偏见的信息,寻找医疗信息系统软件产品的最佳组合是一项具有挑战性的工作。我们提出了一种新颖的方法,沿着医疗信息技术本体(HITO)的路径,以可视化的方式探索医疗领域的应用系统和软件产品。我们在一个网络应用程序中介绍了一种算法和实现方法,该网络应用程序可在 HITO 网站上免费获取,并根据开源 MIT 许可授权。与其他基于路径的知识图谱探索方法相比,我们的方法的新颖之处在于使用本体层面的路径查找,并将其与所选路沿线的类实例以及搜索过滤器相结合,以限制搜索空间。我们的方法可适用于具有复杂信息需求的用户与本体和知识图谱交互的其他领域,并可在未来得到生成式人工智能的支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Visualising Paths for Exploratory Search in the Health IT Ontology.

Due to a lack of systematisation and unbiased information, finding the optimal combination of software products for health information systems is a challenging endeavour. We present a novel approach to visually explore the domain of application systems and software products for health care along the paths of the Health IT ontology (HITO). We present an algorithm and implementation in a web application that is freely available at the HITO website and licensed under the open source MIT licence. In comparison to other approaches of path-based exploration of knowledge graphs, the novelty of our approach is the use of path finding on the ontology level and combining this both with the instances of the classes along the chosen path as well as search filters to limit the search space. Our approach can be adapted to other domains where users with complex information needs interact with ontologies and knowledge graphs and can be supported by generative artificial intelligence in the future.

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