By Tom Sabo, Adam Pilz, SAS Institute Inc.

Abstract 
The US Department of State (DOS) and other humanitarian agencies have a vested interest in assessing and preventing human trafficking in its many forms. A subdivision within the DOS releases publicly facing Trafficking in Persons (TIP) reports for approximately 200 countries annually. These reports are entirely freeform text, though there is a richness of structure hidden within the text. How can decision-makers quickly tap this information for patterns in international human trafficking?

This paper showcases a strategy of applying SAS® Text Analytics to explore the TIP reports and apply new layers of structured information. Specifically, the authors identify common themes across the reports, use topic analysis to identify a structural similarity across reports, identifying source and destination countries involved in trafficking, and use a rule-building approach to extract these relationships from freeform text. The authors subsequently depict these trafficking relationships across multiple countries in SAS® Visual Analytics, using a geographic network diagram that covers the types of trafficking as well as whether the countries involved are invested in addressing the problem. This ultimately provides decision-makers with big-picture information about how to best combat human trafficking internationally.

Using SAS® Text Analytics to Assess International Human Trafficking Patterns - SAS, 2018 DOWNLOAD

post

page

attachment

revision

nav_menu_item

custom_css

customize_changeset

oembed_cache

user_request

wp_block

wp_template

wp_template_part

wp_global_styles

wp_navigation

wp_font_family

wp_font_face

acf-taxonomy

acf-post-type

acf-field-group

acf-field

ai1ec_event

exactmetrics_note

Addressing the Human Cost of Assam Tea: An Agenda for Change to Respect, Protect and Fulfill Human Rights on Assam Tea Plantations
Publications

Workers on tea plantations in the Assam region of India are systematically denied their rights to a living wage and decent working and living conditions. The fact that they are unable to meet their basic living costs is starkly illustrated by our fi...Read More

Business Responsibility on Preventing and Addressing Forced Labour in Malaysia
News & AnalysisGuidanceGood Practices

Is this guide for you? This guide is for you if you are any of the following: You are an existing employer in Malaysia of one or more local or migrant worker. You will learn the definitions, concepts and national laws and policies related to f...Read More

Independent Review of the Modern Slavery Act, Second Interim Report: Transparency in Supply Chains
Publications

It is clear that the Act is an innovative piece of legislation that has influenced parliaments across the world in efforts to combat the global evil of modern slavery. Other countries are following our lead, so it is of the utmost importance that we...Read More

National Hotline 2019 Alabama State Report
Graphics & InfographicsPublications

The data in this report represents signals and cases from January 1, 2019 through December 31, 2019 and is accurate as of July 30, 2020. Cases of trafficking may be ongoing or new information may revealed to the National Hotline over time. Consequen...Read More