NALSD: A Natural Language Interface for Spatial Databases

Mengyi Liu, Xieyang Wang, Jianqiu Xu
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Abstract

Spatial databases have a wide range of applications such as urban planning, engineering management and data visualization for epidemic investigation. The number of users in spatial databases becomes significantly large due to the increasing demand of application requirements. Users send their queries and analysis tasks to the system and receive the corresponding feedback. However, there is a lack of research on natural language interfaces in spatial databases. In this demo, we present NALSD, a natural language transformation system designed specifically for spatial data queries. NALSD comprises two core components: (i) natural language understanding and (ii) natural language translation. The system enables automatic translation of natural language query on spatial data into executable language for the underlying database, and supports range query, nearest neighbor query and spatial join query. We demonstrate how to obtain database executable language and visualize query results based on the SECONDO system.
NALSD:空间数据库的自然语言接口
空间数据库在城市规划、工程管理、疫情调查数据可视化等方面有着广泛的应用。由于应用需求的不断增长,空间数据库的用户数量变得非常庞大。用户向系统发送查询和分析任务,并接收相应的反馈。然而,对于空间数据库中自然语言接口的研究还比较缺乏。在这个演示中,我们介绍了NALSD,一个专门为空间数据查询设计的自然语言转换系统。NALSD包括两个核心部分:(i)自然语言理解和(ii)自然语言翻译。该系统能够将空间数据的自然语言查询自动转换为底层数据库的可执行语言,并支持范围查询、最近邻查询和空间连接查询。我们演示了基于SECONDO系统的数据库可执行语言的获取和查询结果的可视化。
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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