Augmented Intelligence

The world belongs in the hands of humans. We empower faster, more informed decision-making with user-centered machine intelligence. Here are some examples from our blog below.

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Classifying News and Social Media for Visualization
Using a semi-supervised machine learning and visual analytic workflow to simplify the creation of document classifiers

Craig Hagerman, Richard Brath, Scott Langevin
August 12, 2019

As we recently discussed at the 23rd International Conference on Information Visualisation, one challenge with visualizing unstructured sources like news and social media is getting the right data. To remedy these problems, we created a subsystem to help domain experts who lack data science knowledge so they can easily build better classifiers once and only occasionally maintain them.

Introducing Uncharted's Argument Mapper
Reasoned assessment, analysis, and decision making

David Sheffield, Michael Crouch
April 25, 2019

Intelligence analysts, criminal investigators and legal practitioners frequently face complex cases with large volumes of ambiguous, uncertain, contradictory or inconclusive evidence. They must rapidly analyze the evidence, assess the situation and recommend options with clear justification to decision makers. Moreover, inherent human cognitive biases, such as neglect of probability, confirmation bias and recency bias further complicate objective analysis.

DARPA's 60th Anniversary
Uncharted finds a place of honor in DARPA's storied history

Michael Crouch
April 1, 2019

Uncharted congratulates DARPA on its recent 60th anniversary. For nearly 20 years, we have worked with leading minds on “DARPA-hard” technology challenges. This immense privilege has afforded us the opportunity to apply thought, design, and implementation leadership in the data-driven art and science of visual analytics to new breakthroughs in human empowerment.

Graph Mapping Featured in Leading InfoVis Research Journal
Novel interactive visualization technique for massive graph data reveals hierarchical community structures and entity relationships in large-scale networks

Michael Crouch
August 24, 2017

An Uncharted research product for the visual analysis of massive graph data is featured in the pages and on the cover of the latest issue of Information Visualization, a leading peer-reviewed journal on the study and application of information visualization.

TellFinder and the Fight Against Human Trafficking
DARPA Memex program search tools characterize potentially illicit online activities

Michael Crouch
January 13, 2017

Reporting on DARPA’s efforts to combat human trafficking, a recent Defense.gov post highlights TellFinder, Uncharted’s tool for exposing hidden connections in hard-to-search domain spaces. TellFinder XHT extends to the online escort advertisement domain by allowing investigators to search for identifying attributes that can reveal behaviors and identities of traffickers.