Dynamic Social Network Modeling and Analysis : workshop summary and papers / Ronald Breiger, Kathleen Carley, and Philippa Pattison ; Committee on Human Factors, Board on Behavioral, Cognitive, and Sensory Sciences, Division of Behavioral and Social Sciences and Education, National Research Council of the National Academies.

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...

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Bibliographic Details
Corporate Authors:	Workshop on Dynamic Social Network Modeling and Analysis Washington, D.C., National Research Council (U.S.). Committee on Human Factors
Other Authors:	Breiger, Ronald L., Carley, Kathleen M., Pattison, Philippa
Format:	eBook
Language:	English
Published:	Washington, D.C. : National Academies Press, ©2003.
Subjects:	Social networks > Mathematical models > Congresses. Social networks > Research > Congresses. Social networks > United States > Congresses. PSYCHOLOGY > Social Psychology. Social networks Social networks > Mathematical models Social networks > Research Sociale netwerken. Netwerkanalyse. Modellen (theorie) Methodologie. United States Electronic book. Conference papers and proceedings
Online Access:	Click for online access

Table of Contents:

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.

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