Dynamic Social Network Modeling and Analysis: Workshop Summary and Papers

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Table of Contents
Front Matter R1-R12
Part I: Workshop Summary 1-14
Part II: Workshop Papers Opening Address: Emergent Themes in Social Network Analysis: Results, Challenges, Opportunities 15-36
Session I: Social Network Theory Perspectives Finding Social Groups: A Meta-Analysis of the Southern Women Data 37-77
Autonomy vs. Equivalence Within Market Network Structure 78-88
Social Influence Network Theory: Toward a Science of Strategic Modification of Interpersonal Influence Systems 89-100
Information and Innovation in a Networked World 101-118
Session II: Dynamic Social Networks Informal Social Roles and the Evolution and Stability of Social Networks 119-132
Dynamic Network Analysis 133-145
Accounting for Degree Distribution in Empirical Analysis of Network Dynamics 146-161
Polarization in Dynamic Networks: A Hopfield Model of Emergent Structure 162-173
Local Rules and Global Properties: Modeling the Emergence of Network Structure 174-186
Social Networks: Threat Networks and Threatened Networks 187-194
Session III: Metrics and Models Sensitivity Analysis of Social Network Data and Methods: Some Preliminary Results 195-208
Spectral Methods for Analyzing and Visualizing Networks: An Introduction 209-228
Statistical Models for Social Networks: Inference and Degeneracy 229-240
The Key Player Problem 241-252
Balancing Efficiency and Vulnerability in Social Networks 253-264
Data Mining on Large Graphs 265-286
Session IV: Networked Worlds Data Mining in Social Networks 287-302
Random Effects Models for Network Data 303-312
Predictability of Large-Scale Spatially Embedded Networks 313-323
Using Multi-Theoretical Multi-Level (MTML) Models to Study Adversarial Networks 324-344
Identifying International Networks: Latent Spaces and Imputation 345-360
Summary: Themes, Issues, and ApplicationsLinking Capabilities to Needs 361-370
Appendix A: Workshop Agenda 371-375
Appendix B: Biographical Sketches 376-380

Table of Contents

Front Matter R1-R12

Part I: Workshop Summary 1-14

Part II: Workshop Papers Opening Address: Emergent Themes in Social Network Analysis: Results, Challenges, Opportunities 15-36

Session I: Social Network Theory Perspectives Finding Social Groups: A Meta-Analysis of the Southern Women Data 37-77

Autonomy vs. Equivalence Within Market Network Structure 78-88

Social Influence Network Theory: Toward a Science of Strategic Modification of Interpersonal Influence Systems 89-100

Information and Innovation in a Networked World 101-118

Session II: Dynamic Social Networks Informal Social Roles and the Evolution and Stability of Social Networks 119-132

Dynamic Network Analysis 133-145

Accounting for Degree Distribution in Empirical Analysis of Network Dynamics 146-161

Polarization in Dynamic Networks: A Hopfield Model of Emergent Structure 162-173

Local Rules and Global Properties: Modeling the Emergence of Network Structure 174-186

Social Networks: Threat Networks and Threatened Networks 187-194

Session III: Metrics and Models Sensitivity Analysis of Social Network Data and Methods: Some Preliminary Results 195-208

Spectral Methods for Analyzing and Visualizing Networks: An Introduction 209-228

Statistical Models for Social Networks: Inference and Degeneracy 229-240

The Key Player Problem 241-252

Balancing Efficiency and Vulnerability in Social Networks 253-264

Data Mining on Large Graphs 265-286

Session IV: Networked Worlds Data Mining in Social Networks 287-302

Random Effects Models for Network Data 303-312

Predictability of Large-Scale Spatially Embedded Networks 313-323

Using Multi-Theoretical Multi-Level (MTML) Models to Study Adversarial Networks 324-344

Identifying International Networks: Latent Spaces and Imputation 345-360

Summary: Themes, Issues, and ApplicationsLinking Capabilities to Needs 361-370

Appendix A: Workshop Agenda 371-375

Appendix B: Biographical Sketches 376-380