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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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores Corporativos: Workshop on Dynamic Social Network Modeling and Analysis Washington, D.C., National Research Council (U.S.). Committee on Human Factors
Otros Autores: Breiger, Ronald L., Carley, Kathleen M., Pattison, Philippa
Formato: Electrónico Congresos, conferencias eBook
Idioma:Inglés
Publicado: Washington, D.C. : National Academies Press, ©2003.
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.