A Study on Human Transiting Based on Big Data and Web Semantics: Distinguishment and Detection

A Study on Human Transiting Based on Big Data and Web Semantics: Distinguishment and Detection

Qiang Zhou
Copyright: © 2022 |Pages: 18
DOI: 10.4018/IJSWIS.310055
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Abstract

In the progress of globalization, the transnational human traffic is spreading globally. It damages national economy and social order as well as infringes on the basic human rights of the victims, which has aroused general concern all over the world, becoming global issues. One of the important features in human being traffic is the factor of globalization. A destination-source model works as a deterrent which is applied in the identification of smuggling and trafficking of illegal immigrants. The related results show that the employer penalty and market wage will influence the amount of smuggling and trafficking immigrants. Tax offered by legal unskilled workers at destination countries provides financial support for the inland monitoring of illegal immigrants. The improved SVM (supported vector machine) is proposed to study online textual data used for advertisement classification, with the purpose of discerning underlying human trafficking patterns on the network and recognizing suspicious advertisements, a concern of law-enforcement agencies.
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Introduction

The proverb, “no trading, no killing,” indicates that an individual’s suffering comes from the needs and greed of others. What happens if the illegal trading happens to humans? In February 2017, the American administration reasserted its commitment to address human trafficking or the “employment, harboring, transportation, provision, or acquisition of any labor or service by violence, fraudulence, or suppression that facilitates submission to unwilling servitude, peonage, debt bondage, and slavery” (Rothman et al., 2017, p. 1046). In such cases, victims lose their freedoms through violence and fraudulence. Unfortunately, this historical problem is becoming more serious.

Historical Issues on Human Trafficking

Historical textbooks refer to slavery, or human trafficking, as “Black cargoes.” Slavery was a commonplace problem in history, specifically in Africa (Mannix, 1962; Silva, 2016). Slavery and coercive labor existed in many kingdoms and communities across Africa for thousands of years, setting the stage for the Arab and Atlantic slave trade. At that time, there was no accurate data to support slavery or its associated political and economic systems. The Atlantic slave trade involved the transportation of African people. From the 16th to 19th centuries, many people were sent from Africa to America through a triangular trade route and middle passage (Routledge, 2017; Shea 2016). Regrettably, the tragedy of this initial form of human trafficking continues today.

Human suffering continues in the modern age. The effects of the Iraq war (2003-2011) have not faded. In fact, the rise of the Islamic terrorist organization, Islamic State (IS), has caused global panic. Protests of the Syrian War have disrupted international order since March 2011. Moreover, the new era of civil wars has produced a significant number of refugees (people who are compelled to cross national borders and are unable to return to their homeland), which has created a refugee crisis throughout Europe. In addition, media in countries like France and Germany have shown a strong pessimism for many of these displaced (Ignatieff et al., 2016; Lischer, 2015; Wirth, 2016).

Smuggling refers to the illegal transportation or carrying of imported and exported gold, silver, foreign currency, goods, and people. Although not an emerging phenomenon, it has attracted increased international attention. Greece, due to its geographical location and political status, is one example of a location with increased attention (Carrera & Guild, 2016; Sanchez, 2017).

Events related to the smuggling of migrants are causing changes across the globe. These are manifested in migrations from east to west and south to north. There is no denying that the United States is a country known for immigration, particularly along its border with Mexico. Although illegal immigration occurs, it is prohibited by American law. Interestingly, most of the illegal immigrants can acquire U.S. citizenship (Buenavista, 2016; Mayda & Peri, 2017; Payan, 2016; Terrio, 2015).

The sex industry is also a controversial (and often restricted) phenomenon. In many countries, sex trade leads to prostitution or forced prostitution. An in-depth survey of relevant practitioners reveals that these women are often involved in more issues, including trafficking, domestic violence, family discord, social unrest, and social justice (Schaffner et al., 2016; Webb, 2017). Conversely, the adult video industry in Japan may bring Spring to those adults in need (Wong, 2017; Zhang, 2017).

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