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wma:pompeufabra2016 [23/05/2016 alle 19:29 (6 anni fa)]
Dino Pedreschi creata
wma:pompeufabra2016 [24/05/2016 alle 07:44 (6 anni fa)]
Dino Pedreschi [Slides]
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   * **David Easley, Jon Kleinberg: Networks, Crowds, and Markets (2010) [[http://www.cs.cornell.edu/home/kleinber/networks-book/]]**   * **David Easley, Jon Kleinberg: Networks, Crowds, and Markets (2010) [[http://www.cs.cornell.edu/home/kleinber/networks-book/]]**
  
-  * **Albert-Laszlo Barabasi. Network Science Book Project (2016) [[http://barabasi.com/book/network-science]]**+  * **Albert-Laszlo Barabasi. Network Science (2016) [[http://barabasi.com/book/network-science]]**
  
  
  
-===== MidTerm Project ===== +====== Software ======
-  * Assignment: {{wma:midterm15.pdf|Mid Term 2015}} +
-  * Results: {{wma:wma15midterm.pdf|Mid Term results}}+
  
-Software: 
   * Visual Analytics: [[http://www.cytoscape.org/|Cytoscape]], [[http://gephi.github.io/|Gephi]]   * Visual Analytics: [[http://www.cytoscape.org/|Cytoscape]], [[http://gephi.github.io/|Gephi]]
 +  * Network Simulation: [[https://ccl.northwestern.edu/netlogo/|NetLogo]]
   * Python 2.7: [[https://www.python.org/|Guide and Download]], [[https://www.jetbrains.com/pycharm/|PyCharm]], [[http://networkx.github.io/|NetworkX]]   * Python 2.7: [[https://www.python.org/|Guide and Download]], [[https://www.jetbrains.com/pycharm/|PyCharm]], [[http://networkx.github.io/|NetworkX]]
  
  
-Data Collection: 
-  * [[http://www.lastfm.it/|Lastfm]], [[http://the.echonest.com/|Echonest]] 
-  * {{:wma:wma15_datacollection.zip|Python Script}} 
-====== Final Project ====== 
  
-  * Assignment: {{:wma:wma15_final.pdf| Final Project}} +====== Slides ======
-  * SIR-SIS python library: [[http://nepidemix.irmacs.sfu.ca/|NepidemiX]] +
-====== Calendar ======+
  
-^ ^ Date ^ Topic ^ Learning material ^ Homework ^ +  * Lecture 1: The architecture of complexity {{:wma:pedreschi.sna.upf.may2016.part1.pdf|pdf}} 
-|1.   | Monday, 23.02.2015  | Introduction to Complex Network Analysis. | {{:wma:pedreschi.wmr.2012.01.pdf|slides}} | **Reading:** Chapter 1, 2 of Kleinberg's book and Chapter 1 of Barabasi's book. | +  * Lecture 2Centralitycommunitiesstrength of weak ties {{:wma:pedreschi.sna.upf.may2016.part2.pdf|pdf}}
-|2.   | Monday, 02.03.2015 | Basic network measuresdegree, distance, clustering |  | **Reading:** Chapter 1, 2 of Barabasi's book.  | +
-|3.   | Thursday, 05.03.2015 | Basic network measures: degree, distance, clustering | {{:wma:pedreschi.wmr.2012.02.pdf|slides}}  |   | +
-|4.   | Monday, 09.03.2015 | Random graphs and real networks | {{:wma:pedreschi.wmr.2012.03.pdf|slides}} [[http://barabasilab.neu.edu/courses/phys5116/|Random Networks - Barabasi]] | **Reading:** Chapter 3 of Barabasi's book  | +
-|5.   | Thursday, 12.03.2015 | Random graphs and real networks | [[http://barabasilab.neu.edu/courses/phys5116/|Random Networks - Barabasi]] |  +
-|6.   | Monday, 16.03.2015 | Scale free networks | [[http://barabasilab.neu.edu/courses/phys5116/|Scale free networks - Barabasi]] | **Reading:** Chapter 4 of Barabasi's book  | +
-|7.   | Thursday19.03.2015 | Scale free networks |{{:wma:pedreschi.wmr.2012.05.centrality.pdf|slides}} |   +
-|8.   | Monday, 23.03.2015 | Small worldStrength of weak ties {{:wma:pedreschi.wmr.2012.04.pdf|slides}} | **Reading**: Chapter 3 of Kleinberg's book, {{:wma:travers69smallworld.pdf|Milgram's small world experiment}}, {{:wma:watts-smallworld2003.pdf|Watts' email experiment}}, {{:wma:leskovec-im.pdf|Leskovec's IM experiment}}, {{:wma:granstrengthweakties.pdf|Granovetter's Strength of Weak Ties theory}}, {{:wma:pnas-2007-onnela-7332-6.pdf|Onnela et al.'s Strength of Weak Ties experiment}}   | +
-|9.   | Thursday, 26.03.2015 | Centrality measures |{{:wma:pedreschi.wmr.2012.05.centrality.pdf|slides}} |  +
-|10.   | Monday, 30.03.2015 | Network analytics tools (Cytoscape, Gephi, NetworkX) | | Guest lecturer: Giulio Rossetti |   +
-|11.   | Monday, 20.04.2015 | Network models: Small World model and Barabasi-Albert model (Preferential attachment)  | [[http://barabasilab.neu.edu/courses/phys5116/content/Class5_NetSci_2012/05_CLASS_2012_The_Small_World.pdf|slides Small World Model]] [[http://barabasilab.neu.edu/courses/phys5116/content/Class7_NetSci_2012/07_CLASS_2012_BAmodel.pdf|slides Barabasi Albert Model]] | Read Chapters 4 and 5 of Barabasi's book.  Read original papers of {{:wma:wsmodel.pdf| Watts-Strogatz model}} and {{:wma:bamodel.pdf| Barabasi-Albert model}} |  +
-|12.   | Thursday, 23.04.2015 | Network robustness to failures and attacks  |  | **Reading**: Chapter 8 of Barabasi's book  | +
-|13.   | Monday, 27.04.2015 | Community discovery | {{:wma:CD_2015.pdf| slides}} | Guest lecturer: Giulio Rossetti |  +
-|14.   | Thursday, 30.04.2015 | Link prediction | | Guest lecturer: Luca Pappalardo |  +
-|15.   | Monday, 04.05.2015 | Student Q&A for Mid Term Project |  |  +
-|16.   | Thursday, 07.05.2015 | Diffusion, Spreading & Epidemics: introduction | {{:wma:sna.diffusion.1.pdf|slides}} | **Reading**: Chapter 16 of Kleinberg's book | +
-|  | Monday, 11.05.2015 | BI Seminar: Marketing plan in 7 steps | | Lecturer: Maurizio Fionda (Aula Seminari Est) | +
-|17.   | Thursday, 14.05.2015 | Diffusion, Spreading & Epidemics: Decision Models | {{:wma:sna.diffusion2.pdf| slides}} | **Reading**: Chapter 19 of Kleinberg's book. {{:wma:agricultural_research_bulletin-v029-b372.pdf| Bryce Ryan and Neal C. Gross. The diffusion of hybrid seed corn in two Iowa communities}} +
-|18.   | Monday, 18.05.2015 | Diffusion, Spreading & Epidemics: Decision Models |  | Lezione cancellata per motivi di salute del docente | +
-|19.   | Thursday, 21.05.2015 | Diffusion, Spreading & Epidemics: SIS, SIR models and networks |  |  +
-|20.   | Monday, 25.05.2015 | Network effects: Schelling's segregation model |  |  +
-|21.   | Thursday, 28.05.2015 | Student Q&A for Final Project. PhD students presentations |  |  +
-====== Link alle edizioni precedenti ====== +
-  * Social Network Analysis crash course at Universitat Pompeu Fabra Barcelona [[PompeuFabra2016]] +
-  * Edizione 2013-2014 [[WMA20132014]] +
-  * Edizione 2012-2013 [[WMA20122013]] +
-  * Edizione 2011-2012 [[WMA20112012]] +
-  * Edizione 2010-2011 [[WMA20102011]] +
-  * Edizione 2008-2009 [[WMA20082009]]+
  
 +====== Network data ======
 +
 +  * {{:wma:networkdatasets.zip|Example networks}}
 +  * Online repository of network datasets [[http://networkrepository.com/ 
 +]]
wma/pompeufabra2016.txt · Ultima modifica: 25/05/2016 alle 08:29 (6 anni fa) da Dino Pedreschi