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Krempel , Sampson, sociological refs, NetLab, US/non-US research groups

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@ -19,8 +19,8 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes
- __[Datasets](#datasets)__ - __[Datasets](#datasets)__
- __[Journals](#journals)__ - __[Journals](#journals)__
- __[Professional groups](#professional-groups)__ - __[Professional groups](#professional-groups)__
- __[Research Centers](#research-centers)__ - __[Research Groups (USA)](#research-groups-usa)__
- __[Research Groups](#research-groups)__ - __[Research Groups (Other)](#research-groups-other)__
- __[Review Articles](#review-articles)__ - __[Review Articles](#review-articles)__
- __[Software](#software)__ - __[Software](#software)__
- __[Algorithms](#algorithms)__ - __[Algorithms](#algorithms)__
@ -44,7 +44,9 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes
### Classics ### Classics
1. _[Social Network Analysis. Methods and Applications](http://www.cambridge.org/ar/academic/subjects/sociology/sociology-general-interest/social-network-analysis-methods-and-applications)_, by Stanley Wasserman and Katherine Faust (1994). 1. _[A Novitiate in a Period of Change: An Experimental and Case Study of Social Relationships](https://www.dropbox.com/s/cwhmfp4qjl09y2k/Sampson%2C%20Samuel%201968.pdf?dl=0)_, by Samuel F. Sampson (unpublished PhD dissertation, 1968).
- _[Social Network Analysis. A Handbook](https://uk.sagepub.com/en-gb/eur/social-network-analysis/book237401)_, by John Scott (1991, 3rd ed. 2013).
- _[Social Network Analysis. Methods and Applications](http://www.cambridge.org/ar/academic/subjects/sociology/sociology-general-interest/social-network-analysis-methods-and-applications)_, by Stanley Wasserman and Katherine Faust (1994).
- _[The Structure and Dynamics of Networks](http://press.princeton.edu/titles/8114.html)_, edited by Mark E.J. Newman, Albert-László Barabási and Duncan J. Watts - 600 pages of classic network analysis articles (2006). - _[The Structure and Dynamics of Networks](http://press.princeton.edu/titles/8114.html)_, edited by Mark E.J. Newman, Albert-László Barabási and Duncan J. Watts - 600 pages of classic network analysis articles (2006).
### Dissemination ### Dissemination
@ -91,6 +93,7 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes
2. _[Dynamical Processes on Complex Networks](http://www.cambridge.org/catalogue/catalogue.asp?isbn=9780521879507)_, by Alain Barrat, Marc Barthélemy and Alessandro Vespignani (2008). 2. _[Dynamical Processes on Complex Networks](http://www.cambridge.org/catalogue/catalogue.asp?isbn=9780521879507)_, by Alain Barrat, Marc Barthélemy and Alessandro Vespignani (2008).
- _[Neighbor Networks. Competitive Advantage Local and Personal](https://global.oup.com/academic/product/neighbor-networks-9780199570690)_, by Ronald S. Burt (2010). - _[Neighbor Networks. Competitive Advantage Local and Personal](https://global.oup.com/academic/product/neighbor-networks-9780199570690)_, by Ronald S. Burt (2010).
- _[Small Worlds: The Dynamics of Networks between Order and Randomness](http://press.princeton.edu/titles/6768.html)_, by Duncan J. Watts (2003). - _[Small Worlds: The Dynamics of Networks between Order and Randomness](http://press.princeton.edu/titles/6768.html)_, by Duncan J. Watts (2003).
- _[Visualisierung komplexer Strukturen. Grundlagen der Darstellung mehrdimensionaler Netzwerke](http://www.campus.de/buecher-campus-verlag/wissenschaft/soziologie/visualisierung_komplexer_strukturen-2467.html)_, by Lothar Krempel, in German.
## Conferences ## Conferences
@ -163,9 +166,13 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes
- [NetSci: Network Science Society](http://www.netscisociety.net/). - [NetSci: Network Science Society](http://www.netscisociety.net/).
- [APSA Political Networks](http://www.polinetworks.org/) - Organized Section of the American Political Science Association. - [APSA Political Networks](http://www.polinetworks.org/) - Organized Section of the American Political Science Association.
### Research Centers ### Research Groups (USA)
1. [Center for Network Science, Central European University, Budapest](http://cns.ceu.edu/) - Features a PhD in Network Science program. > Network-focused research centers, (reading) groups, institutes, labs – you name it – based in the USA.
1. [Annenberg Networks Network](http://uscann.tumblr.com/) - Research group studying social networks at the University of Southern California.
- [Complex Human Networks Reading Group (CoHN)](http://alumni.media.mit.edu/~tanzeem/cohn/CoHN.htm) - Reading list from a seminar held at MIT in 2001–2.
- [Interdependence in Governance and Policy Research Group](https://sites.psu.edu/desmaraisgroup/) - Led by Bruce A. Desmarais at Penn State University.
- [Indiana University Network Science Institute (IUNI)](http://iuni.iu.edu/). - [Indiana University Network Science Institute (IUNI)](http://iuni.iu.edu/).
- [Interdisciplinary Center for Network Science and Applications (iCeNSA) at the University of Notre Dame](http://icensa.com/). - [Interdisciplinary Center for Network Science and Applications (iCeNSA) at the University of Notre Dame](http://icensa.com/).
- [LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky](https://sites.google.com/site/uklinkscenter/). - [LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky](https://sites.google.com/site/uklinkscenter/).
@ -176,18 +183,21 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes
- [Northeastern University Network Science Institute](http://www.networkscienceinstitute.org/) - Features a PhD in Network Science program.. - [Northeastern University Network Science Institute](http://www.networkscienceinstitute.org/) - Features a PhD in Network Science program..
- [Northeastern University Center for Complex Network Research](http://www.barabasilab.com/) - Led by Albert-László Barabási. - [Northeastern University Center for Complex Network Research](http://www.barabasilab.com/) - Led by Albert-László Barabási.
- [Northeastern University MOBS Lab - Laboratory for the Modeling of Biological and Socio-technical Systems](http://www.mobs-lab.org/) - Led by Alessandro Vespignani. - [Northeastern University MOBS Lab - Laboratory for the Modeling of Biological and Socio-technical Systems](http://www.mobs-lab.org/) - Led by Alessandro Vespignani.
- [Peter J. Mucha's Research Group at the University of North Carolina at Chapel Hill](http://mucha.web.unc.edu/networks/).
- [Social Network Analysis Group @ Stanford](http://sna.stanford.edu/).
- [Warren Center for Network & Data Sciences at the University of Pennsylvania](http://warrencenter.upenn.edu/). - [Warren Center for Network & Data Sciences at the University of Pennsylvania](http://warrencenter.upenn.edu/).
- [Yale Institute for Network Science (YINS)](http://yins.yale.edu/). - [Yale Institute for Network Science (YINS)](http://yins.yale.edu/).
### Research Groups ### Research Groups (other)
1. [Annenberg Networks Network](http://uscann.tumblr.com/) - Research group studying social networks at the University of Southern California. > Network-focused research centers, (reading) groups, institutes, labs – you name it – based outside of the USA.
- [Complex Human Networks Reading Group (CoHN)](http://alumni.media.mit.edu/~tanzeem/cohn/CoHN.htm) - Reading list from a seminar held at MIT in 2001–2.
1. [Center for Network Science, Central European University, Budapest](http://cns.ceu.edu/) - Features a PhD in Network Science program.
- [Cx-Nets](http://www.cxnets.org/) - Virtual collaboration between four complex networks research groups. - [Cx-Nets](http://www.cxnets.org/) - Virtual collaboration between four complex networks research groups.
- [Interdependence in Governance and Policy Research Group](https://sites.psu.edu/desmaraisgroup/) - Led by Bruce A. Desmarais at Penn State University.
- [Large Graphs and Networks](http://sites.uclouvain.be/networks/) - Research group at the Catholic University of Louvain. - [Large Graphs and Networks](http://sites.uclouvain.be/networks/) - Research group at the Catholic University of Louvain.
- [Peter J. Mucha's Research Group at the University of North Carolina at Chapel Hill](http://mucha.web.unc.edu/networks/). - [NetLab](http://groups.chass.utoronto.ca/netlab/) - Research network at the University of Toronto, led by Barry Wellman.
- [Social Network Analysis Group @ Stanford](http://sna.stanford.edu/). - [ORIO - Observatoire des Réseaux Intra- et Inter-Organisationnels](http://blogs.sciences-po.fr/recherche-network-organization-institution-dynamics-multilevel/) - A research program on networks and regulation.
- [‘Réseaux et Régulation’ Conference Cycle](http://blogs.sciences-po.fr/recherche-network-organization-institution-dynamics-multilevel/sminaire-rseaux-et-rgulation/) - Seminar based at Sciences Po in Paris, France.
- [SocioPatterns](http://www.sociopatterns.org/) - Interdisciplinary research group that uses wireless sensors to study social network data. - [SocioPatterns](http://www.sociopatterns.org/) - Interdisciplinary research group that uses wireless sensors to study social network data.
## Review Articles ## Review Articles
@ -293,6 +303,7 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes
- [ContentStructure](https://github.com/matthewjdenny/ContentStructure) - implements an extension to the [Topic-Partitioned Multinetwork Embeddings (TPME) model](http://dirichlet.net/pdf/krafft12topic-partitioned.pdf). - [ContentStructure](https://github.com/matthewjdenny/ContentStructure) - implements an extension to the [Topic-Partitioned Multinetwork Embeddings (TPME) model](http://dirichlet.net/pdf/krafft12topic-partitioned.pdf).
- [DiagrammeR](https://github.com/rich-iannone/DiagrammeR) - Connects R, RStudio and JavaScript libraries to draw graph diagrams ([blog post](https://blog.rstudio.org/2015/05/01/rstudio-v0-99-preview-graphviz-and-diagrammer/)). - [DiagrammeR](https://github.com/rich-iannone/DiagrammeR) - Connects R, RStudio and JavaScript libraries to draw graph diagrams ([blog post](https://blog.rstudio.org/2015/05/01/rstudio-v0-99-preview-graphviz-and-diagrammer/)).
- [ergm](https://cran.r-project.org/web/packages/ergm/) - Estimation of Exponential Random Graph Models (ERGM). - [ergm](https://cran.r-project.org/web/packages/ergm/) - Estimation of Exponential Random Graph Models (ERGM).
- [ERGM: edgecov and dyadcov specifications](http://mjh4.blogspot.fr/2012/09/ergm-edgecov-and-dyadcov-specifications.html).
- [GERGM](https://cran.r-project.org/web/packages/GERGM/) - Estimation and diagnosis of the convergence of Generalized Exponential Random Graph Models (GERGM). - [GERGM](https://cran.r-project.org/web/packages/GERGM/) - Estimation and diagnosis of the convergence of Generalized Exponential Random Graph Models (GERGM).
- [geomnet](https://cran.r-project.org/web/packages/geomnet/) - A single-geometry approach to network visualization with ggplot2. - [geomnet](https://cran.r-project.org/web/packages/geomnet/) - A single-geometry approach to network visualization with ggplot2.
- [ggnetwork](https://cran.r-project.org/web/packages/ggnetwork/) - A multiple-geometries approach to plot network objects with ggplot2. - [ggnetwork](https://cran.r-project.org/web/packages/ggnetwork/) - A multiple-geometries approach to plot network objects with ggplot2.
@ -312,7 +323,7 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes
- [sna](https://cran.r-project.org/web/packages/sna/) - Basic network measures and visualization tools. - [sna](https://cran.r-project.org/web/packages/sna/) - Basic network measures and visualization tools.
- [spectralGOF](http://people.bu.edu/jccs/spectralGOF.html) - Compute the "spectral goodness of fit" (SGOF), a measure of how well a network model explains the structure of an observed network. - [spectralGOF](http://people.bu.edu/jccs/spectralGOF.html) - Compute the "spectral goodness of fit" (SGOF), a measure of how well a network model explains the structure of an observed network.
- [spnet](http://cran.r-project.org/web/packages/spnet/) - Methods for dealing with spatial social networks. - [spnet](http://cran.r-project.org/web/packages/spnet/) - Methods for dealing with spatial social networks.
- [statnet](http://statnet.org/) - The project behind many R network analysis packages ([mailing-list](https://mailman.u.washington.edu/mailman/listinfo/statnet_help)). - [statnet](http://statnet.org/) - The project behind many R network analysis packages ([mailing-list](https://mailman.u.washington.edu/mailman/listinfo/statnet_help), [wiki](https://statnet.org/trac)).
- [Exponential Random Graph Models (ERGMs) Using statnet](https://statnet.org/trac/raw-attachment/wiki/Sunbelt2015/ergm_tutorial.html) (2015). - [Exponential Random Graph Models (ERGMs) Using statnet](https://statnet.org/trac/raw-attachment/wiki/Sunbelt2015/ergm_tutorial.html) (2015).
- [Guides for Using the statnet Package](http://www.melissaclarkson.com/resources/R_guides/) (2010). - [Guides for Using the statnet Package](http://www.melissaclarkson.com/resources/R_guides/) (2010).
- [Modeling Valued Networks with statnet](https://statnet.org/trac/raw-attachment/wiki/Sunbelt2013/Valued.pdf) (2013). - [Modeling Valued Networks with statnet](https://statnet.org/trac/raw-attachment/wiki/Sunbelt2013/Valued.pdf) (2013).
@ -357,10 +368,12 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes
> Resources that does not fit in other categories. > Resources that does not fit in other categories.
1. [A Sociology Citation Network](http://nealcaren.web.unc.edu/a-sociology-citation-network/) and [A Co-citation Network for Philosophy](https://kieranhealy.org/blog/archives/2013/06/18/a-co-citation-network-for-philosophy/) - Examples of scientific co-citation networks. 1. [A Sociology Citation Network](http://nealcaren.web.unc.edu/a-sociology-citation-network/) and [A Co-citation Network for Philosophy](https://kieranhealy.org/blog/archives/2013/06/18/a-co-citation-network-for-philosophy/) - Examples of scientific co-citation networks.
- [David Knoke on Network Analysis](https://thesocietypages.org/methods/2015/01/30/david-knoke-on-network-analysis/) - A 20-minute interview that discusses the uses and benefits of network analysis, drawing upon Knoke's research on terrorist networks. - [David Knoke on Network Analysis](https://thesocietypages.org/methods/2015/01/30/david-knoke-on-network-analysis/) - A 20-minute interview that discusses the uses and benefits of network analysis, drawing upon Knoke's research on terrorist networks.\
- [Glossary of terms for statistical network models](https://statnet.org/trac/raw-attachment/wiki/Resources/glossary.pdf).
- [Network Fact](https://twitter.com/networkfact) - Twitter account about networks, graph theory, and related topics. - [Network Fact](https://twitter.com/networkfact) - Twitter account about networks, graph theory, and related topics.
- [Tarot Cards for Principles of Complex Systems and Complex Networks](https://www.uvm.edu/~pdodds/teaching/courses/2016-01UVM-303/tarotcards/) - Part of a course by Peter Sheridan Dodds. - [Tarot Cards for Principles of Complex Systems and Complex Networks](https://www.uvm.edu/~pdodds/teaching/courses/2016-01UVM-303/tarotcards/) - Part of a course by Peter Sheridan Dodds.
- [The Performativity of Networks](http://kieranhealy.org/files/papers/performativity.pdf) - A paper that connects network theory to the sociology of science. - [The Performativity of Networks](http://kieranhealy.org/files/papers/performativity.pdf) - Paper that connects network theory to the sociology of science.
- [Social Networks](http://eszter.com/contract.html#socnet) - Reading list of sociological classics about social networks: Bonacich, Borgatti and Everett, Burt, Emirbayer, Freeman, Granovetter, Padgett and Ansell, Simmel, Wellman, etc.
### Blog Series ### Blog Series