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Assessment of a proprietary online smart-family-matching tool to reunite lost families

机译:评估专有的在线智能家庭匹配工具,以团聚失落的家庭

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The presence of wars, civil strife, and natural disasters inevitably separate many families from their loved ones. Existing tools to help divided families find loved ones consist of basic meta-data searches that are often unable to return a match in the face of incomplete or inaccurate information. This paper presents a first-order analysis of a proprietary online system that used correlated meta-data, genealogical information, and single images to search and match lost relatives more effectively. Experimental results showed that the system reliably guaranteed the right match in the presence of complete and accurate information. The results also showed that when incomplete meta-data information is present along with genealogical information, false-positive matches occur within one's own family tree. Furthermore, with increased genealogical data, the likelihood of false-positives can decrease by almost 44%. Image processing tools did not improve the results of the match when only one image is used. A larger database of family pictures could improve the likelihood of finding the right match. This paper assessed the viability of the system as a tool for humanitarian organization that help refugees located loved ones. Based on the results, we recommend the integration of genealogical data into existing search systems used by humanitarian organizations.
机译:战争,民间战争和自然灾害的存在不可避免地将许多家庭与他们所爱的人分开。帮助划分家庭找到所属的现有工具由基本的元数据搜索组成,这些搜索通常无法在面对不完整或不准确的信息中返回匹配项。本文介绍了对专有的在线系统的一阶分析,该系统使用相关的元数据,家谱信息和单张图像来更有效地搜索和匹配丢失的亲属。实验结果表明,该系统在完整和准确的信息存在下可靠地保证右匹配。结果还表明,当不完整的元数据信息以及谱系信息以及族记信息时,在自己的家谱中发生错误阳性匹配。此外,随着系谱数据的增加,假阳性的可能性可能会降低近44%。当仅使用一个图像时,图像处理工具未提高匹配的结果。较大的家庭图片可以提高找到正确匹配的可能性。本文评估了该系统的可行性作为人道主义组织的工具,帮助难民位于被爱的人。根据结果​​,我们建议将谱系数据集成到人道主义组织使用的现有搜索系统中。

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