HTKG, or the Human Trafficking Knowledge Graph, is a tool developed for the IBM BlueHack hackathon against human trafficking at the Stevens Institute of Technology. HTKG uses data from the NYPD-Compstat-LD API to build a continually updating knowledge graph of human trafficking incidents in the New York City area. The goal of HTKG is to provide a platform for developing complex inference agents that can help fight the crisis of human trafficking.
The problems that motivated the creation of HTKG and the NYPD API were given to participants of the IBM BlueHack hackathon by the district attorney of Manhattan. These problems were based on real-world challenges faced by law enforcement and other organizations in their efforts to combat human trafficking. The hackathon provided an opportunity for participants to develop innovative solutions to these problems, using data and technology to drive progress in the fight against human trafficking.
The participation of the district attorney of Manhattan in the hackathon was crucial in helping to define the scope and focus of the event. By providing participants with a clear understanding of the challenges faced by law enforcement and other organizations in combating human trafficking, the district attorney helped to ensure that the solutions developed at the hackathon were relevant and impactful. This helped to drive the development of innovative technologies, such as HTKG and the NYPD API, that can help to address these challenges and to support the efforts of those working to end human trafficking.
HTKG is built with a highly pluggable architecture, allowing it to easily integrate with other agent systems such as JPL MEMEX and Semantic Analysis-driven agents. This enables HTKG to draw on a wide range of data sources and technologies, providing a more comprehensive view of human trafficking incidents in the New York City area. Additionally, HTKG incorporates geoinformatics-driven analytics, allowing for sophisticated spatial analysis of human trafficking incidents.
Human Trafficking Knowledge Graph in action
One of the key strengths of HTKG is its ability to continually update its knowledge graph as new data becomes available. This allows HTKG to provide real-time insights into the current state of human trafficking in the New York City area, and to identify trends and patterns that can help inform the development of effective intervention and prevention strategies. HTKG's ability to process and analyze large amounts of data quickly and accurately is a valuable asset in the fight against human trafficking.
GitHub - rukmal/NYPD-Compstat-LD: Linked Data construction engine for the NYPD's Compstat Data Engine (https://compstat.nypdonline.org)
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At the IBM BlueHack hackathon, HTKG was recognized for its innovative technology and its potential to make a real impact in the fight against human trafficking. HTKG won the award for best technology, highlighting the value of its unique approach to data analysis and its potential to support complex inference agents.
Presenting the Human Trafficking Knowledge Graph
Overall, HTKG is a valuable tool for combating human trafficking in the New York City area. Its knowledge graph approach allows for the analysis and visualization of complex data, enabling a deeper understanding of the dynamics of human trafficking in New York City.