Dynamic Social Network Modeling and Analysis : workshop summary and papers /
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...
Clasificación: | Libro Electrónico |
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Autores Corporativos: | , |
Otros Autores: | , , |
Formato: | Electrónico Congresos, conferencias eBook |
Idioma: | Inglés |
Publicado: |
Washington, D.C. :
National Academies Press,
©2003.
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Temas: | |
Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 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.