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

Adidas Code of Conduct for Suppliers: ‘Workplace Standards’
Standards & Codes of ConductGood Practices

The Workplace Standards are rules Adidas applies at their own sites and our suppliers’ factories to cover health and safety, labor rights and environmental protection. The Standards draw from international law and the International Labour Organi...Read More

VII Informe Alternativo: Balance de la sociedad civil sobre la trata de personas en el Perú, 2018-2019
Publications

Esta publicación presenta un balance de la sociedad civil acerca de los avances del Estado frente al delito de trata de personas durante los años 2018 y 2019. This publication presents an overview of the progress made by the Peruvian government...Read More

Value Chains Assessment in the Central African Republic
Publications

Conducted between February-September 2020, the assessment draws on both desk-based literature, key stakeholder interviews and field research conducted in Bangui, Bossangoa, Bocaranga and Yaloke, as well as internationally. The report presents the...Read More

Report concerning the implementation of the Council of Europe Convention on Action against Trafficking in Human Beings by Belarus
Publications

The Council of Europe’s Group of Experts on Action Against Human Trafficking (GRETA) has published its second evaluation report on the implementation of the Council of Europe Anti-trafficking Convention by Belarus. The report assesses progress i...Read More