Online Archive of University of Virginia Scholarship
Stepping Back from the Trees to See the Forest: Network Approaches to Valuing Intelligence628 views
Author
Smith, Christopher, Systems Engineering - School of Engineering and Applied Science, University of Virginia
Advisors
Scherer, William, Department of Systems and Information Engineering, University of Virginia
Abstract
Determining value of intelligence can be a difficult problem. One way to value intelligence is to judge a document’s worth by its location within a structure of a given corpus of documents. Network applications are a natural extension of this logic. I introduce a methodology for value of information (VOI) for networks, comparable to VOI for influence diagrams. Additionally, citation networks and Google’s PageRank algorithm are examples of valuing information based on its location within a structure. Dynamic network analysis (DNA) has been used to allow social network analysis (SNA) involving multi-nodal networks by creating inferences across networks with common nodes. I introduce the application of the DNA layered approach to information networks in an attempt to determine value of intelligence. These applications demonstrate supplemental, and objective ways of measuring intelligence.
Degree
PHD (Doctor of Philosophy)
Keywords
Value of Information; Value of intelligence; Network analysis; Intelligence analysis
Language
English
Rights
All rights reserved (no additional license for public reuse)
Smith, Christopher. Stepping Back from the Trees to See the Forest: Network Approaches to Valuing Intelligence. University of Virginia, Systems Engineering - School of Engineering and Applied Science, PHD (Doctor of Philosophy), 2013-04-25, https://doi.org/10.18130/V3J500.
