IARPA invests in high-risk, high-payoff research that has the potential to provide our nation with an overwhelming intelligence advantage over future adversaries. This research is parsed among three Offices: Smart Collection, Incisive Analysis, and Safe & Secure Operations. This BAA solicits abstracts/proposals for the Office of Incisive Analysis (IA).
The Office of the Director of National Intelligence (ODNI) is building a computer system capable of automatically analyzing the massive quantities of data gathered across the entire intelligence community and extracting information on specific entities and their relationships to one another. The system which is called Catalyst is part of a larger effort by ODNI to create software and computer systems capable of knowledge management, entity extraction and semantic integration, enabling greater analysis and understanding of complex, multi-source intelligence throughout the government.
Catalyst, a component of DDNI/A’s Analytical Transformation Program, will process unstructured, semistructured, and structured data to produce a knowledge base of entities (people, organizations, places, events, …) with associated attributes and the relationships among them. It will perform functions such as entity extraction, relationship extraction, semantic integration, persistent storage of entities, disambiguation, and related functions (these are defined in the body of the report). The objective of this study is to assess the state-of-the-art and state-of-the-practice in these areas.
More than 60 years ago, in his “Foundation” series, the science fiction novelist Isaac Asimov invented a new science — psychohistory — that combined mathematics and psychology to predict the future. Now social scientists are trying to mine the vast resources of the Internet — Web searches and Twitter messages, Facebook and blog posts, the digital location trails generated by billions of cellphones — to do the same thing. The most optimistic researchers believe that these storehouses of “big data” will for the first time reveal sociological laws of human behavior — enabling them to predict political crises, revolutions and other forms of social and economic instability, just as physicists and chemists can predict natural phenomena.
# Smart Collection: dramatically improve the value of collected data
* Innovative modeling and analysis approaches to identify where to look and what to collect
* Novel approaches to access
# Incisive Analysis: maximizing insight from the information we collect, in a timely fashion
The Office of the Director of National Intelligence (ODNI) is pleased to provide to Congress its second report pursuant to the Data Mining Reporting Act. The Data Mining Reporting Act requires “the head of each departrnent or agency of the Federal Government” that is engaged in an activity to use or develop “data mining,” as defined by the Act, to report annually on such activities to the Congress.