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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使失去的家庭团聚

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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,内乱和自然灾害的存在不可避免地使许多家庭与亲人分开。现有的帮助分裂家庭找到亲人的工具包括基本的元数据搜索,这些搜索通常在信息不完整或不准确的情况下无法返回匹配项。本文介绍了一个专有在线系统的一阶分析,该系统使用相关的元数据,家谱信息和单个图像来更有效地搜索和匹配失散的亲属。实验结果表明,在存在完整而准确的信息的情况下,该系统可靠地保证了正确的匹配。结果还表明,当不完整的元数据信息与家谱信息一起出现时,假阳性匹配就发生在自己的家谱中。此外,随着家谱数据的增加,假阳性的可能性可以降低近44%。仅使用一张图像时,图像处理工具无法改善匹配结果。更大的家庭图片数据库可以提高找到正确匹配项的可能性。本文评估了该系统作为人道主义组织的一种工具的可行性,该工具可帮助受难亲人的难民。根据结果​​,我们建议将家谱数据整合到人道主义组织使用的现有搜索系统中。

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