Visualization methods for longitudinal social networks and stochastic actor-oriented modeling

Bender-deMoll, 2006, The art and science of dynamic network visualization, Journal of Social Structure, 7 Bertin, 1983 Böhringer, 1990, Using constraints to achieve stability in automatic graph layout algorithms, 43 Brandes, 2001, Drawing on physical analogies, 71 Brandes, 2003, Visual unrolling of network evolution and the analysis of dynamic discourse, Information Visualization, 2, 40, 10.1057/palgrave.ivs.9500037 Brandes, 2006, Explanation through network visualization, Methodology, 2, 16, 10.1027/1614-2241.2.1.16 Brandes, 2007, Eigensolver methods for progressive multidimensional scaling of large data, 42 Brandes, 2009, An experimental study on distance-based graph drawing, 218 Brandes, 2011, More flexible radial layout, Journal of Graph Algorithms and Applications, 15, 157, 10.7155/jgaa.00221 Brandes, 1997, A Bayesian paradigm for dynamic graph layout, 236 Branke, J., 2001. Dynamic graph drawing. In: Kaufmann and Wagner (2001), pp. 228–246. Bridgeman, 2000, Difference metrics for interactive orthogonal graph drawing algorithms, Journal of Graph Algorithms and Applications, 4, 47, 10.7155/jgaa.00025 Cleveland, 1984, Graphical perception: theory, experimentation, and application to the development of graphical methods, Journal of the American Statistical Association, 79, 531, 10.1080/01621459.1984.10478080 Cox, 2001 de Leeuw, 1977, Applications of convex analysis to multidimensional scaling, 133 Di Battista, 1999 Diehl, 2002, Graphs, they are changing, 23 Dwyer, 2004, Visualising changes in fund manager holdings in two and a half-dimensions, Information Visualization, 3, 227, 10.1057/palgrave.ivs.9500081 Dwyer, 2006, Visual analysis of network centralities, 189 Dwyer, 2008, Topology preserving constrained graph layout, 230 Eades, 1984, A heuristic for graph drawing, Congressus Numerantium, 42, 149 Erten, 2004, Simultaneous graph drawing: layout algorithms and visualization schemes, 437 Freeman, L.C., 2000. Visualizing social networks. Journal of Social Structure 1 (1). http://www.heinz.cmu.edu/project/INSNA/joss/vsn.html. Friedrich, 2002, Graph drawing in motion, Journal of Graph Algorithms and Applications, 6, 353, 10.7155/jgaa.00057 Friedrich, 2002, Graph drawing in motion II, 122 Frishman, 2008, Online dynamic graph drawing, IEEE Transactions on Visualization and Computer Graphics, 14, 727, 10.1109/TVCG.2008.11 Fruchterman, 1991, Graph-drawing by force-directed placement, Software—Practice and Experience, 21, 1129, 10.1002/spe.4380211102 Gajer, 2004, A multi-dimensional approach to force-directed layouts of large graphs, Computational Geometry, 29, 3, 10.1016/j.comgeo.2004.03.014 Gansner, 2008, Efficient node overlap removal using a proximity stress model, 206 Gansner, 2004, Graph drawing by stress majorization, 239 Geipel, 2007, Self-organization applied to dynamic network layout, International Journal of Modern Physics C, 18, 1537, 10.1142/S0129183107011558 Groh, G., Hanstein, H., Wörndl, W., 2009. Interactively visualizing dynamic social networks with DySoN. In: Proceedings of the IUI’09 Workshop on Visual Interfaces to the Social and Semantic Web (VISSW’09). Vol. 443. CEUR Workshop Proceedings. Hachul, 2004, Drawing large graphs with a potential-field-based multilevel algorithm, 285 Herman, 2000, Graph visualization and navigation in information visualization: a survey, IEEE Transactions on Visualization and Computer Graphics, 6, 24, 10.1109/2945.841119 Huang, 1998, On-line animated visualization of huge graphs using a modified spring algorithm, Journal of Visual Languages and Computing, 9, 623, 10.1006/jvlc.1998.0094 Hunter, 2008, Goodness of fit of social network models, Journal of the American Statistical Association, 103, 248, 10.1198/016214507000000446 Kamada, 1988, A simple method for computing general positions in displaying three-dimensional objects, Computer Vision, Graphics and Image Processing, 41, 43, 10.1016/0734-189X(88)90116-8 2001 Klovdahl, 1981, A note on images of networks, Social Networks, 3, 197, 10.1016/0378-8733(81)90016-2 Koskinen, 2007, Bayesian inference for dynamic social network data, Journal of Statistical Planning and Inference, 137, 3930, 10.1016/j.jspi.2007.04.011 Kruskal, 1980, Designing network diagrams, 22 Kruskal, 1978 Lyons, 1998, Algorithms for cluster busting in anchored graph drawing, Journal of Graph Algorithms and Applications, 2, 1, 10.7155/jgaa.00004 Misue, 1995, Layout adjustment and the mental map, Journal on Visual Languages and Computing, 6, 183, 10.1006/jvlc.1995.1010 Moody, 2005, Dynamic Network Visualization, American Journal of Sociology, 110, 1206, 10.1086/421509 Moreno, 1953 Nesbitt, 2002, Applying gestalt principles to animated visualizations of network data, 337 North, 1996, Incremental layout with DynaDag, 409 Purchase, 1997, An experimental study of the basis for graph drawing algorithms, ACM Journal of Experimental Algorithmics, 2 Purchase, 2008, Extremes are better: investigating mental map preservation in dynamic graphs, 60 Ripley, 2011 Saffrey, 2008, The “mental map” versus “static aesthetic” compromise in dynamic graphs: a user study, 85 Schweinberger, M. (2011). Statistical modelling of network panel data: goodness of fit. British Journal of Mathematical and Statistical Psychology, 64, doi:10.1111/j.2044-8317.2011.02022.x. Sibson, 1978, Studies in the robustness of multidimensional scaling: Procrustes statistics, Journal of the Royal Statistical Society. Series B (Methodological), 40, 234, 10.1111/j.2517-6161.1978.tb01669.x Snijders, 2001, The statistical evaluation of social network dynamics, Sociological Methodology, 31, 361, 10.1111/0081-1750.00099 Snijders, 2005, Models for longitudinal network data, 215 Snijders, 2010, Maximum likelihood estimation for social network dynamics, Annals of Applied Statistics, 4, 567, 10.1214/09-AOAS313 Snijders, 2006, New specification for exponential random graph models, Sociological Methodology, 36, 99, 10.1111/j.1467-9531.2006.00176.x Snijders, 2007, Modeling the co-evolution of networks and behavior, 41 Snijders, 2010, Introduction to stochastic actor-based models for network dynamics, Social Networks, 32, 44, 10.1016/j.socnet.2009.02.004 Steglich, 2010, Dynamic networks and behavior: separating selection from influence, Sociological Methodology, 40, 329, 10.1111/j.1467-9531.2010.01225.x Torgerson, 1952, Multidimensional scaling. I. Theory and method, Psychometrika, 17, 401, 10.1007/BF02288916 Walshaw, 2001, A multilevel algorithm for force-directed graph drawing, 171