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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

Human trafficking is among the most challenging law enforcement problems which demands persistent fight against from all over the globe. In this study, we leverage readily available data from the website "Backpage"-- used for classified…

机器学习 · 计算机科学 2016-08-03 Hamidreza Alvari , Paulo Shakarian , J. E. Kelly Snyder

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 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

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 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

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…

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…

社会与信息网络 · 计算机科学 2023-01-16 Daniel Kosmas , Christina Melander , Emily Singerhouse , Thomas C. Sharkey , Kayse Lee Maass , Kelle Barrick , Lauren Martin

On any given day, tens of millions of people find themselves trapped in instances of modern slavery. The terms "human trafficking," "trafficking in persons," and "modern slavery" are sometimes used interchangeably to refer to both sex…

计算机与社会 · 计算机科学 2021-06-25 Nadya Bliss , Mark Briers , Alice Eckstein , James Goulding , Daniel P. Lopresti , Anjali Mazumder , Gavin Smith

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

In 2020 tens of millions of migrants worldwide sought safety due to various push-pull factors such as economic, geographic, demographic, and societal challenges. Large movements of human flows toward national borders constitute a complex…

最优化与控制 · 数学 2023-10-11 Fatemeh Farajzadeh , Andrew C. Trapp

Research in operations management has traditionally focused on models for understanding, mostly at a strategic level, how firms should operate. Spurred by the growing availability of data and recent advances in machine learning and…

综合经济学 · 经济学 2019-05-03 Velibor V. Mišić , Georgia Perakis

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

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

Location and mobility patterns of individuals are important to environmental planning, societal resilience, public health, and a host of commercial applications. Mining telecommunication traffic and transactions data for such purposes is…

计算机与社会 · 计算机科学 2014-12-09 Pedro Sanches , Eric-Oluf Svee , Markus Bylund , Benjamin Hirsch , Magnus Boman

Human trafficking is a heartless crime that represents the second most profitable crime in the world. Mexico's geographical position makes it a country with high levels of human trafficking. Using the snowball sampling method, the major…

社会与信息网络 · 计算机科学 2022-06-08 Sofía de la Mora Tostado , Mayra Núñez-López , Esteban A. Hernández-Vargas

The extensive adoption of business analytics (BA) has brought financial gains and increased efficiencies. However, these advances have simultaneously drawn attention to rising legal and ethical challenges when BA inform decisions with…

人工智能 · 计算机科学 2022-07-25 Maria De-Arteaga , Stefan Feuerriegel , Maytal Saar-Tsechansky

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

Transit monitoring is a preventative approach used to identify possible cases of human trafficking prior to exploitation while an individual is in transit or before one crosses a border. Transit monitoring is often conducted by…

计算机与社会 · 计算机科学 2022-06-23 Geri L. Dimas , Malak El Khalkhali , Alex Bender , Kayse Lee Maass , Renata Konrad , Jeffrey S. Blom , Joe Zhu , Andrew C. Trapp

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
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