论文标题

一种跨学科的方法,用于产生合成但现实的家庭性贩运网络

A Transdisciplinary Approach for Generating Synthetic but Realistic Domestic Sex Trafficking Networks

论文作者

Kosmas, Daniel, Melander, Christina, Singerhouse, Emily, Sharkey, Thomas C., Maass, Kayse Lee, Barrick, Kelle, Martin, Lauren

论文摘要

与应用运营研究(OR)模型相关的主要挑战之一是破坏人口贩运网络的数量有限的可靠数据源容易用于公共使用,因为操作是故意隐藏的,以防止检测,并且来自已知操作的数据通常不完整。为了帮助解决此数据差距,我们通过集成或概念和定性研究提出了一个用于家庭性贩运网络的网络生成器。对美国中西部上西部的性贩运的多种来源进行了三角调节,以确保发电机产生的网络是现实的,包括执法案例文件分析,对域专家的访谈以及以幸存者为中心的咨询小组,并具有第一手性交易的知识。输出对贩运者,所谓的“底部”和受害者之间的关系进行了建模。该发电机允许操作研究人员以负责任的方式访问现实的性贩运网络结构,该结构无法披露有关人员的可识别细节。我们证明了输出网络在探索Max Flow Network Intdicttion的策略建议中的使用,并进行了重组。为此,我们提出了一种新颖的流动概念化,因为贩运者能够控制受害者。我们的结果表明,了解性贩运者对中断的反应的重要性,尤其是在招募新受害者方面。

One of the major challenges associated with applying operations research (OR) models to disrupting human trafficking networks is the limited amount of reliable data sources readily available for public use, since operations are intentionally hidden to prevent detection, and data from known operations are often incomplete. To help address this data gap, we propose a network generator for domestic sex trafficking networks by integrating OR concepts and qualitative research. Multiple sources regarding sex trafficking in the upper Midwest of the United States have been triangulated to ensure that networks produced by the generator are realistic, including law enforcement case file analysis, interviews with domain experts, and a survivor-centered advisory group with first-hand knowledge of sex trafficking. The output models the relationships between traffickers, so-called "bottoms", and victims. This generator allows operations researchers to access realistic sex trafficking network structures in a responsible manner that does not disclose identifiable details of the people involved. We demonstrate the use of output networks in exploring policy recommendations from max flow network interdiction with restructuring. To do so, we propose a novel conceptualization of flow as the ability of a trafficker to control their victims. Our results show the importance of understanding how sex traffickers react to disruptions, especially in terms of recruiting new victims.

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