APPLICATION OF NATURAL LANGUAGE PARSING FOR IDENTIFYING NON-SURVEYED BOUNDARIES TOWARDS ENHANCED SYSTEMATIC LAND TITLING: RESULTS FROM PRELIMINARY EXPERIMENT

IF 2.1 Q3 REMOTE SENSING
J. Odumosu, V. C. Nnam, O. Kemiki, Abdulkadir Abubarkar, Michael A. Oyebanji, Sunday O. Babalola
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引用次数: 0

Abstract

The need for the adoption of systematic land titling (SLT) in Nigeria cannot be overemphasised. Nonetheless, the problems of speed and cost of geospatial data acquisition, as well as identification of non-surveyed boundaries, remain unresolved, impeding the effectiveness of SLT for non-surveyed boundaries. The integration of language into Artificial Intelligence (AI) has allowed Natural Language Parsing (NLP) to effectively serve as a tool for communication between humans and computer systems. This study presents preliminary results of testing a prototype application that utilises NLP to convert textual descriptions into graphic sketches as a tool towards the production of a-priori sketches that can aid SLT in non-surveyed boundaries. The study determines that NLP alone cannot be used to achieve the required accuracy in geospatial data for SLT; however, the study concludes that NLP can be integrated alongside other ancillary information to enhance SLT in peri-urban regions.
应用自然语言解析法确定未勘测地界以加强土地所有权的系统化:初步实验结果
在尼日利亚采用系统土地所有权(SLT)的必要性怎么强调都不为过。然而,地理空间数据获取的速度和成本问题以及非勘测边界的识别问题仍未得到解决,阻碍了非勘测边界系统化土地所有权的有效性。语言与人工智能(AI)的结合使自然语言解析(NLP)成为人类与计算机系统之间有效沟通的工具。本研究介绍了测试原型应用程序的初步结果,该应用程序利用 NLP 将文字描述转换为图形草图,作为制作先验草图的工具,可帮助 SLT 勘测非勘测边界。研究确定,仅使用 NLP 无法达到 SLT 所需的地理空间数据精度;不过,研究得出结论,NLP 可与其他辅助信息相结合,以增强城郊地区的 SLT。
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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来源期刊
Geodesy and Cartography
Geodesy and Cartography REMOTE SENSING-
CiteScore
1.50
自引率
0.00%
发文量
0
审稿时长
15 weeks
期刊介绍: THE JOURNAL IS DESIGNED FOR PUBLISHING PAPERS CONCERNING THE FOLLOWING FIELDS OF RESEARCH: •study, establishment and improvement of the geodesy and mapping technologies, •establishing and improving the geodetic networks, •theoretical and practical principles of developing standards for geodetic measurements, •mathematical treatment of the geodetic and photogrammetric measurements, •controlling and application of the permanent GPS stations, •study and measurements of Earth’s figure and parameters of the gravity field, •study and development the geoid models,
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