附註:Proceedings of the Workshop on Dynamic Social Network Modeling and Analysis held in Washington, D.C., on November 7-9, 2002.
Includes bibliographical references.
PART I: Workshop Summary -- Introduction -- Workshop Sessions and Themes -- Research Issues and Prospects -- PART II: Workshop Papers -- Opening Address -- Emergent Themes in Social Network Analysis: Results, Challenges, Opportunities / Ronald L. Breiger -- Session I: Social Network Theory Perspectives -- Finding Social Groups: A Meta-Analysis of the Southern Women Data / Linton C. Freeman -- Autonomy vs. Equivalence Within Market Network Structure / Harrison White -- Social Influence Network Theory: Toward a Science of Strategic Modification of Interpersonal Influence Systems / Noah E. Friedkin -- Information and Innovation in a Networked World / David Lazer -- Session II: Dynamic Social Networks -- Informal Social Roles and the Evolution and Stability of Social Networks / Jeffrey C. Johnson -- Dynamic Network Analysis / Kathleen M. Carley -- Accounting for Degree Distributions in Empirical Analysis of Network Dynamics / Tom A.B. Snijders -- Polarization in Dynamic Networks: A Hopfield Model of Emergent Structure / Michael W. Macy, James A. Kitts, Andreas Flache, and Steve Benard -- Local Rules and Global Properties: Modeling the Emergence of Network Structure / Martina Morris -- Social Networks From Sexual Networks to Threatened Networks / H. Eugene Stanley and Shlomo Havlin.
Session III: Metrics and Models -- Sensitivity Analysis of Social Network Data and Methods: Some Preliminary Results / Stanley Wasserman and Douglas Steinley -- Spectral Methods for Analyzing and Visualizing Networks: An Introduction / Andrew J. Seary and William .D. Richards -- Statistical Models for Social Networks: Inference and Degeneracy / Mark S. Handcock -- The Key Player Problem / Stephen P. Borgatti -- Balancing Efficiency and Vulnerability in Social Networks / Elisa Jayne Bienenstock and Phillip Bonacich -- Data Mining on Large Graphs / Christopher R. Pamer, Phillip B. Gibbons, and Christos Faloutsos -- Session IV: Networked Worlds -- Data Mining in Social Networks / David Jensen and Jennifer Neville -- Random Effects Models for Network Data / Peter D. Hoff -- Predictability of Large-scale Spatially Embedded Networks / Carter T. Butts -- Using Multi-theoretical Multi-level (MTML) Models to Study Adversarial Networks / Noshir S. Contractor and Peter R. Monge -- Identifying International Networks: Latent Spaces and Imputation / Michael D. Ward, Peter D. Hoff, and Corey Lowell Lofdahl -- Summary: Themes, Issues, and Applications -- Linking Capabilities to Needs / Kathleen M. Carley -- Appendixes -- Workshop Agenda -- Biographical Sketches.
摘要:In the summer of 2002, the Office of Naval Research asked the Committee on Human Factors to hold a workshop on dynamic social network and analysis. The presentations at this workshop were grouped into four sessions: Social Network Theory Perspectives, Dynamic Social Networks, Metrics and Models, and Networked Worlds.
