Algebraic Analysis of Social Networks: Models, Methods and Applications Using R

ISBN-13: 9781119250388 / Angielski / Twarda / 2021 / 416 str.

J. Antonio R. Ostoic

Spis treści

List of Contributors xv1 Introduction 1Patrick Doreian, Vladimir Batagelj, and Anuska Ferligoj2 Bibliometric Analyses of the Network Clustering Literature 11Vladimir Batagelj, Anuska Ferligoj, and Patrick Doreian3 Clustering Approaches to Networks 65Vladimir Batagelj4 Different Approaches to Community Detection 105Martin Rosvall, Jean-Charles Delvenne, Michael T. Schaub,and Renaud Lambiotte5 Label Propagation for Clustering 121Lovro Subelj6 Blockmodeling of Valued Networks 151Carl Nordlund and Ales ?iberna7 Treating Missing Network Data Before Partitioning 189Anja ?nidarsic, Patrick Doreian, and Anuska Ferligoj Ç8 Partitioning Signed Networks 225Vincent Traag, Patrick Doreian, and Andrej Mrvar9 Partitioning Multimode Networks 251Martin G Everett and Stephen P Borgatti10 Blockmodeling Linked Networks 267Ales ?iberna11 Bayesian Stochastic Blockmodeling 289Tiago P. Peixoto12 Structured Networks and Coarse-Grained Descriptions: A DynamicalPerspective 333Michael T. Schaub, Jean-Charles Delvenne, Renaud Lambiotte,and Mauricio Barahona13 Scientific Co-Authorship Networks 363Marjan Cugmas, Anuska Ferligoj, and Luka Kronegger14 Conclusions and Directions for Future Work 389Patrick Doreian, Anuska Ferligoj, and Vladimir BatageljTopic Index 399 Person Index 407

O autorze

J. ANTONIO RIVERO OSTOIC, PHD, is a post doctorate fellow at the School of Culture and Society, Aarhus University, Denmark, and a research associate at the University of San Simón (CESU). With a background in sociology and social sciences his research is mainly focused on social networks. He developed the R packages multiplex and multigraph for performing algebraic analysis and visualization of complex systems.