Building natural language responses from natural language questions in the spatio-temporal context

被引:0
|
作者
Landoulsi G. [1 ]
Mahmoudi K. [1 ]
Faïz S. [1 ]
机构
[1] Laboratory of Remote Sensing and Information Systems with Spatial References (LTSIRS), Enit National Engineering School of Tunis, Tunis El Manar University
关键词
GDBs; Geographic databases; Natural language generation; NLG; Question answering systems; Spatio-temporal data; Structured query language;
D O I
10.1504/IJIIDS.2021.112077
中图分类号
学科分类号
摘要
With the evolving research in geographic information system (GIS) owing to its ability to support decision makers in different fields, there is a strong need to enabling all users; specialists and non-specialists to profit from this technology. Although, the key impediment to non-specialists is the language to interact with the GIS and especially its embedded geographic database (GDB) which require SQL skills. In this paper we explore a new approach which alleviates nomad GIS users from any formatting effort by only using the natural language as a GDB communication mean. The process is generally two-fold: 1) formatting the natural language user query to be processed by the GDB engine; 2) translating the GDB retrieved answer to a text easily interpreted by all GIS users. The resulting implemented system was integrated to the OpenJump GIS and has been evaluated to give satisfactory results. © 2021 Inderscience Enterprises Ltd.
引用
收藏
页码:1 / 25
页数:24
相关论文
共 50 条
  • [41] CONTEXTUAL LANGUAGE MODELS FOR RANKING ANSWERS TO NATURAL LANGUAGE DEFINITION QUESTIONS
    Figueroa, Alejandro
    Atkinson, John
    COMPUTATIONAL INTELLIGENCE, 2012, 28 (04) : 528 - 548
  • [42] ON-LINE TRANSLATION OF NATURAL LANGUAGE QUESTIONS INTO ARTIFICIAL LANGUAGE QUERIES
    KELLOGG, CH
    INFORMATION STORAGE AND RETRIEVAL, 1968, 4 (03): : 287 - &
  • [43] SPATIO-TEMPORAL CHARACTERIZATION OF NATURAL GRASSLANDS FROM BUCEGI NATURAL PARK USING REMOTE SENSING RESOURCES
    Dunea, Daniel
    Dinca, Niculae
    Iordache, Stefania
    SCIENTIFIC PAPERS-SERIES A-AGRONOMY, 2014, 57 : 180 - 185
  • [44] Moving GeoPQL: a pictorial language towards spatio-temporal queries
    D'Ulizia, Arianna
    Ferri, Fernando
    Grifoni, Patrizia
    GEOINFORMATICA, 2012, 16 (02) : 357 - 389
  • [45] A data model and query language for spatio-temporal decision support
    Gomez, Leticia
    Kuijpers, Bart
    Vaisman, Alejandro
    GEOINFORMATICA, 2011, 15 (03) : 455 - 496
  • [46] QUESTO: A query language for uncertain and exact spatio-temporal objects
    Mokhtar, Hoda
    Su, Jianwen
    ADVANCES IN DATABASES AND INFORMATION SYSTEMS, PROCEEDINGS, 2008, 5207 : 184 - +
  • [47] A data model and query language for spatio-temporal decision support
    Leticia Gómez
    Bart Kuijpers
    Alejandro Vaisman
    GeoInformatica, 2011, 15 : 455 - 496
  • [48] A spatio-temporal query language for continuous field model data
    Huang, Fengru
    Fang, Yu
    Chen, Bin
    GEOINFORMATICS 2007: GEOSPATIAL INFORMATION SCIENCE, PTS 1 AND 2, 2007, 6753
  • [49] A Spatio-Temporal Framework for Dynamic Indian Sign Language Recognition
    Sharma, Sakshi
    Singh, Sukhwinder
    WIRELESS PERSONAL COMMUNICATIONS, 2023, 132 (04) : 2527 - 2541
  • [50] An Integrated Perspective on Spatio-Temporal Attention and Infant Language Acquisition
    Russo, Sofia
    Calignano, Giulia
    Dispaldro, Marco
    Valenza, Eloisa
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (04) : 1 - 20