Differential effects of data omissions and positional errors on the minimum acceptable geocoding hit rate
编号:75 访问权限:仅限参会人 更新:2025-09-10 14:19:05 浏览:6次 口头报告

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摘要
The geocoding process can convert addresses into coordinate pairs. Yet this conversion often introduces uncertainties into the geocoded data, including data omissions and positional errors. These uncertainties can greatly impact spatial analysis, necessitating the estimation of the minimum percentage of accurately geocoded data. While previous studies have primarily focused on estimating the impact of data omissions on spatial crime patterns, the effects of positional errors and their comparative influence remain underexplored. We aimed to estimate minimum acceptable hit rate (MAHR) in the two uncertainty scenarios of data omissions and positional errors and compared their differential effects, accounting for point intensity and clustering levels. We conducted a simulation study to estimate the MAHR across various scenarios, and compared the results with real-world crime data. The results showed that MAHR exhibited different variations with positional errors compared to data omissions, particularly when accounting for point intensity and clustering levels. In most cases, 85% accurately geocoded data was sufficient to present the spatial pattern of real-world crime data. However, for densely clustered points or high-intensity data, achieving an accurate geocoding rate of 90% or even higher was necessary. The findings help inform geocoding data selection in the presence of omissions or positional errors.
关键词
Geocoding,minimum acceptable hit rate,data omissions,positional errors,clustering level
报告人
朱宣霖
硕士研究生 河海大学

稿件作者
朱宣霖 河海大学
王增利 河海大学
李晶晶 中国地质大学(武汉)
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重要日期
  • 会议日期

    09月19日

    2025

    09月21日

    2025

  • 09月08日 2025

    初稿截稿日期

  • 09月21日 2025

    注册截止日期

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河海大学
中国地理学会地图学与地理信息系统专业委员会
中国地质学会地质制图与地理信息专业委员会
中国测绘学会地图学与地理信息系统专业委员会
中国地理信息产业协会地图工作委员会
中国自然资源学会资源制图专业委员会
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​​​​​​​​​​​​​​河海大学地理与遥感学院
江苏省流域地理空间智能工程研究中心
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