ConVer-G: Concurrent versioning of knowledge graphs

Jey Puget Gil, Emmanuel Coquery, John Samuel, Gilles Gesquiere
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Abstract

The multiplication of platforms offering open data has facilitated access to information that can be used for research, innovation, and decision-making. Providing transparency and availability, open data is regularly updated, allowing us to observe their evolution over time. We are particularly interested in the evolution of urban data that allows stakeholders to better understand dynamics and propose solutions to improve the quality of life of citizens. In this context, we are interested in the management of evolving data, especially urban data and the ability to query these data across the available versions. In order to have the ability to understand our urban heritage and propose new scenarios, we must be able to search for knowledge through concurrent versions of urban knowledge graphs. In this work, we present the ConVer-G (Concurrent Versioning of knowledge Graphs) system for storage and querying through multiple concurrent versions of graphs.
ConVer-G:知识图谱的并发版本管理
提供开放数据的平台越来越多,这为获取可用于研究、创新和决策的信息提供了便利。开放数据具有透明度和可用性,会定期更新,使我们能够观察到其随时间的演变。我们对城市数据的演变尤其感兴趣,这些数据能让利益相关者更好地了解动态,并提出解决方案,从而提高市民的生活质量。在这种情况下,我们对不断变化的数据(尤其是城市数据)的管理以及跨版本查询这些数据的能力很感兴趣。为了能够理解我们的城市遗产并提出新的方案,我们必须能够通过并行版本的城市知识图谱来搜索知识。在这项工作中,我们提出了 ConVer-G(知识图谱并发版本化)系统,用于通过多个并发版本的图谱进行存储和查询。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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