从开放的互联网资源整合数据,打击未成年人性交易

Hao Wang, Congxing Cai, A. Philpot, Mark Latonero, E. Hovy, Donald Metzler
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引用次数: 25

摘要

性交易是使用武力、欺诈或胁迫手段获取和强迫男人、妇女和儿童从事商业性剥削的过程和手段。这种形式的人口贩运在国际和国内都很普遍,构成严重罪行。人贩子利用各种手段宣传他们提供的儿童和妇女的非法性服务,包括互联网分类广告、公告栏和与陪护和按摩服务(EMS)有关的社交媒体。EMS卖淫前线的嫖客(“嫖客”)也使用互联网和社交媒体来比较他们的经历,并互相提供线索。执法组织实施了一些打击儿童性贩运的举措。我们描述了一个原型执法支持系统,用于自动编译和关联来自公开互联网来源的有关贩运和性虐待妇女,特别是儿童的信息。这个名为TrafficBot的系统采用信息检索、信息集成和自然语言技术来构建一个数据仓库,允许对信息进行各种可视化处理,从而有利于执法部门。我们讨论了TrafficBot目前的能力,它如何被执法部门使用,并提出了一些未来的方向。
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Data integration from open internet sources to combat sex trafficking of minors
Sex trafficking is the process and means of using force, fraud, or coercion to obtain and compel men, women and children into commercial sexual exploitation. Prevalent in both international and domestic spheres, this form of human trafficking constitutes a serious crime. Traffickers use a variety of means to advertise the illicit sexual services of the children and women they offer, including Internet classified ads, bulletin boards, and social media associated with escort and massage services (EMS). Clients ("johns") of the EMS fronts for prostitution also use the Internet and social media to compare their experiences and offer leads to one another. Law enforcement organizations have implemented a number of initiatives to combat child sexual trafficking. We describe a prototype law enforcement support system developed to automatically compile and correlate information from open Internet sources about trafficking and sexual abuse of women and especially children. The system, called TrafficBot, employs information retrieval, information integration, and natural language technologies to build a data warehouse allowing various visualizations of information for the benefit of law enforcement. We discuss the current capabilities of TrafficBot, how it could be used by law enforcement, and suggest some future directions.
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