ConVer-G:知识图谱的并发版本控制
ConVer-G: Concurrent versioning of knowledge graphs
AI总结:
针对开放城市数据随时间演变且需跨版本查询的问题,本文提出 ConVer-G 系统,支持知识图谱多个并发版本的存储与查询。
摘要:
提供开放数据的平台不断增多,促进了对可用于研究、创新和决策的信息的访问。开放数据具有透明性和可用性,并且会定期更新,使我们能够观察其随时间的演变。我们尤其关注城市数据的演变,这类数据使利益相关方能够更好地理解动态,并提出改善公民生活质量的解决方案。在此背景下,我们关注不断演变的数据管理,尤其是城市数据,以及跨可用版本查询这些数据的能力。为了能够理解我们的城市遗产并提出新的场景,我们必须能够通过城市知识图谱的并发版本来搜索知识。在本工作中,我们提出了 ConVer-G(Concurrent Versioning of knowledge Graphs,知识图谱并发版本控制)系统,用于通过图的多个并发版本进行存储和查询。
英文摘要:
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.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。