What friends are for: collaborative intelligence analysis and search
Wood, Christopher J.
Dimitrov, Nedialko B.
MetadataShow full item record
Intelligence analysts face a glut of information and limited time to identify which information is relevant. Also, they are unaware of other analysts with similar intelligence problems, preventing collaboration and often causing intelligence failure. To identify relevant information, analysts use adopted commercial search engines designed for internet-sized databases containing hyperlinked web-pages that are not effective on intelligence databases consisting of non-hyperlinked documents. This thesis outlines a model to fundamentally increase search effectiveness and collaboration by using a social network of like-minded users based on user biographies and search behavior. After entering a query, the likelihood of returning a relevant document is increased by leveraging data from other, similar users. The model goes beyond standard search engine design by presenting similar analysts for collaboration and presenting relevant documents without queries. Our framework is mathematically grounded in a Markov random field information retrieval model and recent developments in recommender systems. We build and test a prototype system on datasets from the National Institute of Standards & Technology. The test results combine with computational sensitivity analyses to show significant improvements over existing search models. The improvements are shown to be robust to high levels of human error and low similarity between users.
Approved for public release; distribution is unlimited
Showing items related by title, author, creator and subject.
Naval Postgraduate School Center for Homeland Defense and Security (CHDS) (Monterey, California. Naval Postgraduate SchoolCenter for Homeland Defense and Security, 2011);10 Years After: the 9/11 Essays. Homeland Security Affairs (HSA) is pleased to present this special collection of essays in remembrance of the ten-year anniversary of September 11, 2001. We chose to honor those who lost ...
Leong, Hoe Wai (Monterey, California. Naval Postgraduate School, 2008-12);In a net-centric environment, data, tools and people operate in a distributed network. A key research question is whether a software framework can become so usable and intelligent that integration of web services can be ...
Beckman, Erin M. (Monterey, California. Naval Postgraduate School, 2007-03);This thesis proposes an adoption of a data schema called RIMS (Requirements and Information Metadata System) developed as a pilot project in the Pittsburgh Field Office of the FBI and sets out to determine if RIMS could ...