Dynamic Social Network Modeling and Analysis : workshop summary and papers / [planning subcommittee members], Ronald Breiger [i.e., Ronald L. Breiger], Kathleen Carley [i.e., Kathleen M. 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.

Format:

Book

Conference/Event

Contributor:

Breiger, Ronald L.

Carley, Kathleen M.

Pattison, Philippa

National Research Council (U.S.). Committee on Human Factors.

Class of 1924 Book Fund.

Conference Name:

Dynamic Social Network Modeling and Analysis (2002 : Washington, D.C.)

Language:

English

Subjects (All):

Social networks--Mathematical models--Congresses.

Social networks.

Social networks--Research--Congresses.

Social networks--United States--Congresses.

Social networks--Research.

Social networks--Mathematical models.

United States.

Genre:

Conference papers and proceedings.

Physical Description:

xi, 379 pages : illustrations ; 28 cm

Place of Publication:

Washington, D.C. : National Research Council of the National Academies, [2003]

Contents:

Workshop Sessions and Themes 3

Research Issues and Prospects 11

Part II Workshop Papers 15

Opening Address

Emergent Themes in Social Network Analysis: Results, Challenges, Opportunities / Ronald L. Breiger 19

Session I Social Network Theory Perspectives

Finding Social Groups: A Meta-Analysis of the Southern Women Data / Linton C. Freeman 39

Autonomy vs. Equivalence Within Market Network Structure? / Harrison C. White 78

Social Influence Network Theory: Toward a Science of Strategic Modification of Interpersonal Influence Systems / Noah E. Friedkin 89

Information and Innovation in a Networked World / David Lazer 101

Session II Dynamic Social Networks

Informal Social Roles and the Evolution and Stability of Social Networks / Jeffrey C. Johnson, Lawrence A. Palinkas, James S. Boster 121

Dynamic Network Analysis / Kathleen M. Carley 133

Accounting for Degree Distributions in Empirical Analysis of Network Dynamics / Tom A.B. Snijders 146

Polarization in Dynamic Networks: A Hopfield Model of Emergent Structure / Michael W. Macy, James A. Kitts, Andreas Flache 162

Local Rules and Global Properties: Modeling the Emergence of Network Structure / Martina Morris 174

Social Networks: Threat Networks and Threatened Networks / H. Eugene Stanley, Shlomo Havlin 187

Session III Metrics and Models

Sensitivity Analysis of Social Network Data and Methods: Some Preliminary Results / Stanley Wasserman, Douglas Steinley 197

Spectral Methods for Analyzing and Visualizing Networks: An Introduction / Andrew J. Seary, William D. Richards 209

Statistical Models for Social Networks: Inference and Degeneracy / Mark S. Handcock 229

The Key Player Problem / Stephen P. Borgatti 241

Balancing Efficiency and Vulnerability in Social Networks / Elisa Jayne Bienenstock, Phillip Bonacich 253

Data Mining on Large Graphs / Christopher R. Palmer, Phillip B. Gibbons, Christos Faloutsos 265

Session IV Networked Worlds

Data Mining in Social Networks / David Jensen, Jennifer Neville 289

Random Effects Models for Network Data / Peter D. Hoff 303

Predictability of Large-Scale Spatially Embedded Networks / Carter T. Butts 313

Using Multi-Theoretical Multi-Level (MTML) Models to Study Adversarial Networks / Noshir S. Contractor, Peter R. Monge 324

Identifying International Networks: Latent Spaces and Imputation / Michael D. Ward, Peter D. Hoff, Corey Lowell Lofdahl 345

Summary: Themes, Issues, and Applications

Linking Capabilities to Needs / Kathleen M. Carley 363

A Workshop Agenda 373.

Notes:

Includes bibliographical references.

Local Notes:

Acquired for the Penn Libraries with assistance from the Class of 1924 Book Fund.

ISBN:

0309089522

OCLC:

52723576