Artificial Intelligence and Link Analysis
Papers from the 1998 Fall Symposium
David Jensen and Henry Goldberg, Program Cochairs
Technical Report FS-98-01. Published by The AAAI Press, Menlo Park, California
This technical report is also available in book and CD format.
Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. Access to full text may be restricted to AAAI members. PDF file sizes may be large!
Contents
Foreword / 1
David Jensen and Henry Goldberg
Hydra: A Database System with Facilities for Link Analysis / 1
Robert Ayres
Coreference as the Foundations for Link Analysis Over Free Text Databases / 8
Breck Baldwin and Amit Bagga
Using Statistical and Relational Methods to Characterize Hyperlink Paths / 14
Mark Craven
Proliferation Import Model / 21
Anthony Ciervo
Towards a Theory for a Sociable Software Architecture / 27
Emmett Davis and Bonnie Holte Bennett
Inductive Inference and Link Analysis / 35
Leona F. Fass
Restructuring Transactional Data for Link Analysis in the FinCEN AI System / 38
Henry G. Goldberg and Raphael W. H. Wong
Restructuring Databases for Knowledge Discovery by Consolidation and Link Formation / 47
Henry G. Goldberg and Ted E. Senator
How to Introduce Artificial Intelligence to Link Analysts / 53
Mike Hunter
Statistical Challenges to Inductive Inference in Linked Data / 59
David Jensen
Automatic Information Extraction From Documents: A Tool for Intelligence and Law Enforcement Analysts / 63
Richard Lee
Phenomenal Data Mining and Link Analysis / 68
Donal Lyons and Gregory S. Tseytin
Link Analysis / 76
Eric Zidenberg, Barbara Skiffington, Craig Wooldridge
Applying Link Analysis on Automatically Extracted Information from Texts Within KNOW-IT / 78
Woojin Paik, Elizabeth Liddy, Eileen Allen, Eric Brown, Andrew Farris, Robert Irwin, Jennifer Liddy, and Ian Niles
Discovering Collaborators by Analyzing Trails Through an Information Space / 84
David W. Payton
Transnational Threat Indications and Warning: The Utility of Network Analysis / 88
John T. Picarelli
Link Analyis of MEDLINE Titles as an Aid to Scientific Discovery / 94
Don R. Swanson and Neil R. Smalheiser
Immersive Visualization for Link Analysis / 98
Nancy W. Grady, Daniel R. Tufano, Raymond E. Flanery, Jr.
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