diff --git a/README.md b/README.md index 7ca3743..c77b63c 100644 --- a/README.md +++ b/README.md @@ -46,6 +46,7 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes - _[Networks. An Introduction](http://www-personal.umich.edu/~mejn/networks-an-introduction/)_, by Mark E.J. Newman (2010). - _[Networks, Crowds, and Markets: Reasoning About a Highly Connected World](http://www.cs.cornell.edu/home/kleinber/networks-book/)_, by David Easley and Jon Kleinberg - Full pre-publication draft (2010). - _[Réseaux sociaux et structures relationnelles](https://www.puf.com/content/R%C3%A9seaux_sociaux_et_structures_relationnelles)_, by Emmanuel Lazega, in French (2014). +- _[Six Degrees: The Science of a Connected Age](http://books.wwnorton.com/books/detail.aspx?ID=7599)_, by Duncan J. Watts (2003). - _[Sociologie des réseaux sociaux](http://pierremerckle.fr/2011/02/sociologie-des-reseaux-sociaux/)_, by Pierre Mercklé, in French (2011). - _[Social and Economic Networks](http://press.princeton.edu/titles/8767.html)_, by Matthew O. Jackson (2008). - _[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). @@ -76,6 +77,7 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes 1. _[Comparing Policy Networks. Labor Politics in the U.S., Germany, and Japan](http://www.cambridge.org/ar/academic/subjects/politics-international-relations/comparative-politics/comparing-policy-networks-labor-politics-us-germany-and-japan)_, by David Knoke _et al._ (1996). 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). +- _[Small Worlds: The Dynamics of Networks between Order and Randomness](http://press.princeton.edu/titles/6768.html)_, by Duncan J. Watts (2003). ## Conferences @@ -98,6 +100,7 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes - [Political Networks: Methods and Applications](http://vanity.dss.ucdavis.edu/~maoz/networks/Spring%202011/pol279-11.htm), by Zeev Maoz (University of California in Davis, 2012). - [Social and Economic Networks: Models and Analysis](https://www.coursera.org/course/networksonline), by Matthew O. Jackson (Stanford University via Coursera, 2015). - [Social Network Analysis](https://www.coursera.org/course/sna), by Lada Adamic (University of Michigan via Coursera, not yet run). +- [Social Network Analysis](http://www.mjdenny.com/workshops/SN_Theory_I.pdf) and [Intermediate Social Network Theory](http://www.mjdenny.com/workshops/Relational_Theory_Workshop.pdf), by Matthew J. Denny - Workshop notes and slides (2014–5). - [The Structure of Information Networks](https://www.cs.cornell.edu/Courses/cs6850/2008fa/), by Jon Kleinberg - Links to many diverse readings (Cornell University, 2008). ## Datasets @@ -155,6 +158,7 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes - [NetSCI Lab at the Rutgers School of Communication and Information](http://netsci.rutgers.edu/). - [Network Science Center at the U.S. Military Academy (USMA) in West Point](http://www.usma.edu/nsc/) ([blog](http://blog.netsciwestpoint.org/)). - [Network Science IGERT at the University of California at Santa Barbara (UCSB)](http://networkscience.igert.ucsb.edu/) - Features an [NSF-funded](http://www.igert.org/) graduate programme. +- [Networks, Computation, and Social Dynamics Lab](http://www.ncasd.org/) - Headed by Carter T. Butts. Part of the [Center for Networks and Relational Analysis](http://relationalanalysis.org/) (CNRA) at the University of California in Irvine. - [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 MOBS Lab - Laboratory for the Modeling of Biological and Socio-technical Systems](http://www.mobs-lab.org/) - Led by Alessandro Vespignani. @@ -181,6 +185,7 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes - "[Social Network Algorithms and Software](http://www.sciencedirect.com/science/article/pii/B9780080970868431211)" (_International Encyclopedia of Social and Behavioral Sciences_, 2015). - "[Social Network Analysis in the Study of Terrorism and Political Violence](http://journals.cambridge.org/article_S1049096510001848)" ([preprint](http://opensiuc.lib.siu.edu/cgi/viewcontent.cgi?article=1048&context=pn_wp); _PS: Political Science and Politics_, 2011). - "[Statistical Models for Social Networks](http://www.annualreviews.org/doi/abs/10.1146/annurev.soc.012809.102709)" (_Annual Review of Sociology_, 2011). +- "[The Structure and Function of Complex Networks](http://epubs.siam.org/doi/abs/10.1137/S003614450342480)" (_SIAM Review_, 2003). ## Software @@ -294,6 +299,11 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes - [visNetwork](https://github.com/DataKnowledge/visNetwork) - Using vis.js library for network visualization. - [xergm](https://cran.r-project.org/web/packages/xergm/) - Extensions of Exponential Random Graph Models (ERGM, GERGM, TERGM, TNAM and REM). +### Stata + +1. [nwcommands: Network Analysis Using Stata](https://nwcommands.wordpress.com/) ([discussion](http://www.statalist.org/forums/forum/general-stata-discussion/general/1290963-network-analysis-which-command-to-use)). +2. [SNA with Stata](http://www.rensecorten.org/index.php/category/sna-with-stata/) - Blog documenting the use of the netplot Stata package. + ### Syntaxes > Generic graph syntaxes intended for use by several programs. @@ -333,7 +343,7 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes - [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. - [NetWiki](http://netwiki.amath.unc.edu/Main/HomePage) - Wiki of various network analysis resources. - [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. ### Blog Series