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Human trafficking is one of the most atrocious crimes and among the challenging problems facing law enforcement which demands attention of global magnitude. In this study, we leverage textual data from the website "Backpage"- used for…

机器学习 · 计算机科学 2017-06-01 Hamidreza Alvari , Paulo Shakarian , J. E. Kelly Snyder

This project tackles the pressing issue of human trafficking in online C2C marketplaces through advanced Natural Language Processing (NLP) techniques. We introduce a novel methodology for generating pseudo-labeled datasets with minimal…

机器学习 · 计算机科学 2023-11-23 Alejandro Rodriguez Perez , Pablo Rivas

Web-based human trafficking activity has increased in recent years but it remains sparsely dispersed among escort advertisements and difficult to identify due to its often-latent nature. The use of intelligent systems to detect trafficking…

人工智能 · 计算机科学 2018-01-24 Kyle Hundman , Thamme Gowda , Mayank Kejriwal , Benedikt Boecking

This research investigated how online criminal activities can be better understood and connected using data-driven machine learning methods. Many illegal activities, such as human trafficking and illicit trade, have moved to online…

计算与语言 · 计算机科学 2026-05-07 Vageesh Kumar Saxena

Human trafficking is a serious social problem, and it is challenging mainly because of its difficulty in collecting and organizing related information. With the increasing popularity of social media platforms, it provides us a novel channel…

社会与信息网络 · 计算机科学 2018-05-29 Yang Yang , Xia Hu , Haoyan Liu , Jiawei Zhang , Zhoujun Li , Philip S. Yu

In the shadow of the digital revolution, the insidious issue of human trafficking has found new breeding grounds within the realms of social media and online job boards. Previous research efforts have predominantly centered on identifying…

社会与信息网络 · 计算机科学 2024-06-19 Siyi Zhou , Jiankun Peng , Emilio Ferrara

While substantial efforts in anti-trafficking research and practice have focused on identifying and assisting victims after exploitation occurs, comparatively less attention has been paid to preventing victimization at the recruitment…

计算机与社会 · 计算机科学 2026-05-26 Siyi Zhou , Peiran Qiu , Tanishq Salkar , Leonardo Blas Urrutia , Dacheng Shen , Deyang Hsu , Eun Cheol Choi , Emilio Ferrara

Human trafficking is a global epidemic affecting millions of people across the planet. Sex trafficking, the dominant form of human trafficking, has seen a significant rise mostly due to the abundance of escort websites, where human…

计算与语言 · 计算机科学 2017-05-09 Edmund Tong , Amir Zadeh , Cara Jones , Louis-Philippe Morency

The Internet facilitates sex trafficking through adult service websites (ASWs) that host online advertisements for sexual services (sex ads). Since the closure of the popular site Backpage.com, the ecosystem of ASWs has expanded to include…

社会与信息网络 · 计算机科学 2025-12-04 Nickolas K. Freeman , Gregory J. Bott , Burcu B. Keskin , Jason M. Parton , James J. Cochran

Wildlife trafficking remains a critical global issue, significantly impacting biodiversity, ecological stability, and public health. Despite efforts to combat this illicit trade, the rise of e-commerce platforms has made it easier to sell…

Sex trafficking is a global epidemic. Escort websites are a primary vehicle for selling the services of such trafficking victims and thus a major driver of trafficker revenue. Many law enforcement agencies do not have the resources to…

机器学习 · 计算机科学 2020-01-14 Longshaokan Wang , Eric Laber , Yeng Saanchi , Sherrie Caltagirone

Human trafficking, the commercial exploitation of individuals, is a gross violation of human rights and harms societies, economies, health and development. The related disciplines of Operations Management (OM), Analytics, and Operations…

计算机与社会 · 计算机科学 2022-12-23 Renata Konrad , Kayse Lee Maass , Geri L. Dimas , Andrew C. Trapp

Case records on victims of human trafficking are highly sensitive, yet the ability to share such data is critical to evidence-based practice and policy development across government, business, and civil society. We present new methods to…

This study proposes a prototype for locating important individuals and financial exchanges in networks of people trafficking that have grown during the conflict between Russia and Ukraine. It focuses on the role of digital platforms,…

计算机与社会 · 计算机科学 2025-04-25 Murat Ozer , Goksel Kucukkaya , Yasin Kose , Assel Mukasheva , Kazim Ciris , Bharath V. Penumatcha

Human trafficking is a challenging law enforcement problem, and a large amount of such activity manifests itself on various online forums. Given the large, heterogeneous and noisy structure of this data, building models to predict instances…

社会与信息网络 · 计算机科学 2017-06-20 Chirag Nagpal , Kyle Miller , Benedikt Boecking , Artur Dubrawski

Our study addresses the challenges of building datasets to understand the risks associated with organized activities and human trafficking through commercial sex advertisements. These challenges include data scarcity, rapid obsolescence,…

Human trafficking is a widespread and compound social, economic, and human rights issue occurring in every region of the world. While there have been an increasing number of anti-human trafficking works from the Operations Research and…

计算机与社会 · 计算机科学 2022-10-12 Geri L. Dimas , Renata A. Konrad , Kayse Lee Maass , Andrew C. Trapp

Child trafficking in a serious problem around the world. Every year there are more than 4 million victims of child trafficking around the world, many of them for the purposes of child sexual exploitation. In collaboration with UK Police and…

计算机视觉与模式识别 · 计算机科学 2021-06-10 Sumit Mukherjee , Tina Sederholm , Anthony C. Roman , Ria Sankar , Sherrie Caltagirone , Juan Lavista Ferres

Social media is both helpful and harmful to the work against sex trafficking. On one hand, social workers carefully use social media to support people experiencing sex trafficking. On the other hand, traffickers use social media to groom…

社会与信息网络 · 计算机科学 2021-04-08 Ellie Simonson

Human trafficking (HT) is a pervasive global issue affecting vulnerable individuals, violating their fundamental human rights. Investigations reveal that a significant number of HT cases are associated with online advertisements (ads),…

计算与语言 · 计算机科学 2023-10-10 Vageesh Saxena , Benjamin Bashpole , Gijs Van Dijck , Gerasimos Spanakis
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