系统梳理下一代地理编码系统的技术需求与实现路径。
Toward building next-generation Geocoding systems: a systematic review
- 将地理编码流程拆解为模块化组件，分析各环节技术瓶颈。
- 提出针对输入输出的下一代系统设计标准与评估方法。
- 面向空间分析与位置服务研究者，提供技术演进蓝图。
地理编码系统广泛应用于科学空间分析和日常位置服务。高质量的地理编码数据对后续应用至关重要，亟需构建下一代系统。本文首先定义下一代地理编码在输入输出方面的技术需求，将地理编码流程分解为模块化功能单元，并调研现有实现方案。针对每个组件，识别方法学局限，提出领域特异性研究问题与假设，并明确所需评估策略。最后，结合近期技术进展，提出改进下一代地理编码系统的机遇。本综述旨在为下一代地理编码系统的设计、评估与部署提供技术基础与研究议程。
原文摘要 · Abstract (English)
Geocoding systems are widely used in both scientific research for spatial analysis and everyday life through location-based services. The quality of geocoded data significantly impacts subsequent processes and applications, underscoring the need for next-generation systems. In response to this demand, this review first characterizes the technical requirements for next-generation geocoding inputs and outputs. We then decompose the geocoding workflow into modular functional units and survey existing implementations. For each component, we identify methodological limitations, articulate domain-specific research questions and hypotheses, and outline evaluation strategies needed. Finally, we identify opportunities to improve next-generation geocoding systems in light of recent technological advances. We envision that this review provides a technical foundation and research agenda for advancing the design, assessment, and deployment of next-generation geocoding systems.
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