====== Resources ====== [[notes:urls:net|Back to networks]] * https://sites.google.com/site/resourcesforsnacourses/home ===== Network Data Collection ===== * http://pajek.imfm.si/lib/exe/fetch.php?media=event:pd:prot:anom03.pdf * https://sites.google.com/site/mgt780sna/schedule-of-classes/data-collection * Borgatti: [[http://www.analytictech.com/mgt780/slides/survey.pdf|Network Data Collection]]; http://www.analytictech.com/essex/Lectures/data.pdf * http://pajek.imfm.si/lib/exe/fetch.php?media=event:capri:anacapri2.pdf * http://mrvar.fdv.uni-lj.si/pub/mz/mz1.1/lozar.pdf * http://www.soc.duke.edu/~jmoody77/s884/notes/DataCollection.ppt * http://cgi.di.uoa.gr/~mema/publications/sigops04.pdf * http://www.cl.cam.ac.uk/~fb375/publications/Ben-Abdesslem.SN11.pdf * http://www.internet2.edu/observatory/archive/data-collections.html * http://www.unescap.org/stat/pop-it/pop-guide/capture_ch02.pdf * [[http://books.google.si/books?id=CAm2DpIqRUIC&pg=PA28&lpg=PA28&dq=network+data+collection&source=bl&ots=HuLnvh_CKd&sig=o8SXFeWkuTd054rQNAQNOtzy2xM&hl=en&sa=X&ei=UNw1UY7mBMTatAaLoIDIBg&redir_esc=y#v=onepage&q=network%20data%20collection&f=false|Wasserman, Faust]] * http://www.paho.org/CDMEDIA%5CKMC-SNA%5CSession4_Data%20collection/Session4.ppt * http://faculty.ucr.edu/~hanneman/nettext/C1_Social_Network_Data.html * http://www.surrey.ac.uk/~psp1ak/Overview%20of%20Social%20Network%20Research%20data%20collection%20ethics%20general%20summary.doc * http://www.csu.edu.au/__data/assets/pdf_file/0016/.../Oh-24July-Slides.pdf * http://www.cs.st-andrews.ac.uk/~tristan/pubs/sn2011.pdf * http://citeseerx.ist.psu.edu/viewdoc/download%3Fdoi%3D10.1.1.188.7119%26rep%3Drep1%26type%3Dpdf * http://cgi.di.uoa.gr/~mema/publications/sigops04.pdf * http://www.cl.cam.ac.uk/~fb375/publications/Ben-Abdesslem.SN11.pdf * http://www.internet2.edu/observatory/archive/data-collections.html * http://www.unescap.org/stat/pop-it/pop-guide/capture_ch02.pdf * [[http://books.google.si/books?id=CAm2DpIqRUIC&pg=PA28&lpg=PA28&dq=network+data+collection&source=bl&ots=HuLnvh_CKd&sig=o8SXFeWkuTd054rQNAQNOtzy2xM&hl=en&sa=X&ei=UNw1UY7mBMTatAaLoIDIBg&redir_esc=y#v=onepage&q=network%20data%20collection&f=false|Wasserman, Faust]] * http://www.paho.org/CDMEDIA%5CKMC-SNA%5CSession4_Data%20collection/Session4.ppt * http://faculty.ucr.edu/~hanneman/nettext/C1_Social_Network_Data.html * http://www.surrey.ac.uk/~psp1ak/Overview%20of%20Social%20Network%20Research%20data%20collection%20ethics%20general%20summary.doc * http://www.csu.edu.au/__data/assets/pdf_file/0016/.../Oh-24July-Slides.pdf * http://www.cs.st-andrews.ac.uk/~tristan/pubs/sn2011.pdf * http://citeseerx.ist.psu.edu/viewdoc/download%3Fdoi%3D10.1.1.188.7119%26rep%3Drep1%26type%3Dpdf * https://www.datadirectcloud.com/social-network-data.jsp * http://www.stanford.edu/group/sonia/dataSources/index.html * http://www.uk.sagepub.com/fielding/abstracts.doc * http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.164.9598&rep=rep1&type=pdf * http://www.cieo.pt/discussionpapers/12/article1.pdf * https://www.s2.onasurveys.com/ * http://socsci.colo*rado.edu/~stwo0664/Knoke - Issues & Strategies in Social Network Data Collection.pdf zbrisati * * http://www.bsos.umd.edu/socy/alan/stats/network-grad/handouts/Marsden-Network%20Data%20and%20Measurement.pdf * [[http://www.esomar.org/knowledge-and-standards/codes-and-guidelines.php|ESOMAR guidelines]] ==== Boundary ==== * http://www.redesymediossociales.es/descarga.php?file=The%20boundary%20specification%20in%20network%20analysis.pdf * http://books.google.si/books?id=mWlsKkIuFNgC&pg=PA410&lpg=PA410&dq=marsden+network+boundary&source=bl&ots=tOeB4_l2_q&sig=xNXL92vsr_ACkYX76I6YF6-fIb0&hl=en&sa=X&ei=3_44UarHHfD64QSKg4G4CA&redir_esc=y#v=onepage&q=marsden%20network%20boundary&f=false ==== Ethics & ==== * http://www.steveborgatti.com/papers/ethics.pdf * http://www.steveborgatti.com/papers/ethics2005.pdf * http://cs.adelaide.edu.au/~qsheng/papers/dapd11.pdf * http://plato.stanford.edu/entries/ethics-internet-research/ * http://managementhelp.org/businessresearch/methods.htm * http://www.ands.org.au/guides/ethics-working-level.html * https://www.datawinners.com/en/home/ * http://www.research.psu.edu/training/sari/teaching-support/data-management * http://everydayliteracies.net/files/datasphere.html * http://www.academia.edu/883461/_But_the_data_is_already_public_on_the_ethics_of_research_in_Facebook * http://www.sciencedirect.com/science/article/pii/S0020748908002071 * http://www.purdue.edu/securepurdue/bestpractices/NetworkDataCollection.cfm * http://www.sciencemag.org/content/339/6116/144 * http://aoir.org/reports/ethics2.pdf * http://ccnmtl.columbia.edu/projects/cire/pac/foundation/ * http://ijire.net/issue_1.1/ijire_1.1_allen.pdf * http://www.drewconway.com/zia/?p=1321 ==== Technology ==== * http://www.dummies.com/how-to/content/examining-the-elements-of-a-basic-rfid-system.html * http://msdn.microsoft.com/en-us/library/aa479355.aspx * http://www.sociopatterns.org/datasets/ * http://www.slideshare.net/pietdaas/aapor-2012-presentation * http://matt-welsh.blogspot.com/2013/01/the-ethics-of-mobile-data-collection.html ==== Tools ==== * [[http://www.amazon.com/Web-Data-Mining-Data-Centric-Applications/dp/3540378812/|Web-Data-Mining]] * http://code.google.com/apis/socialgraph/ * http://intersci.ss.uci.edu/wiki/index.php/Data_from_web_crawlers * http://www.crummy.com/software/BeautifulSoup/ * http://cybermetrics.cindoc.csic.es/articles/v6i1p2.pdf * http://netwiki.amath.unc.edu/DataFormats/Software data conversion * http://www.eliassi.org/resources.html * If you want to using trial version(28days), you can download it at http://www.netminer.com. (Buy&Down >> Download >> Evaluation Version) * http://lemmatise.ijs.si/Software/ ; http://oznacevalnik.slovenscina.eu ; http://nl.ijs.si/jos/analyse/ ; http://oznacevalnik.slovenscina.eu/Vsebine/Sl/SpletniServis/SpletniServis.aspx ; http://oznacevalnik.slovenscina.eu/Vsebine/Sl/ProgramskaOprema/Navodila.aspx ; http://www.slovenscina.eu/ * https://github.com/eventdata/PETRARCH ; http://gdelt.utdallas.edu/ ; http://aboutsocialdata.org/?cat=8; http://developer.nytimes.com/docs/congress_api ; ==== Data ==== * http://thedata.harvard.edu/dvn/ ; * http://www.reddit.com/r/datasets * http://www.data.gov/ * http://sunlightfoundation.com/ * http://www.poliscidata.com/ * http://www.quandl.com/data/sources * http://www.nsd.uib.no/macrodataguide/ * http://www.dmoz.org/Science/Social_Sciences/Political_Science/Data_Resources/ * http://sitemason.vanderbilt.edu/page/exnakE * ===== Missing data ===== * http://www.cmu.edu/joss/content/articles/volume10/huisman.pdf * http://kops.ub.uni-konstanz.de/bitstream/handle/urn:nbn:de:bsz:352-opus-19420/network_analysis.pdf * http://www.casos.cs.cmu.edu/publications/papers/borgatti_2005_robustnesscentrality.pdf * http://arxiv.org/pdf/cond-mat/0306335 * J.C. Johnson, J.S. Boster, and D. Holbert. "Estimating Relational Attributes From Snowball Samples Through Simulation," Social Networks 11:135-158, 1989. * Stephen Borgatti, Kathleen M. Carley and David Krackhardt, 2006, "Robustness of Centrality Measures under Conditions of Imperfect Data," Social Networks, 28.2:124-136. DOI: 10.1016/j.socnet.2005.05.001 * Terrill L. Frantz and Kathleen M. Carley, 2010, "Toward A Confidence Estimate For The Most-Central-Actor Finding," Sage Publications/RM division Best Student Paper Proceedings of the Academy of Management Annual Conference, Chicago, IL, USA. * Terrill L. Frantz, Marcelo Cataldo and Kathleen M. Carley, 2009, "Robustness of centrality measures under uncertainty: Examining the role of network topology," Computational and Mathematical Organization Theory, 15.4:303-328. DOI: 10.1007/s10588-009-9063-5 ===== Valued networks ===== * The part that I think you will find helpful is that this includes some discussion and references of generalizations of concepts like betweenness centrality and clustering coefficients for weighted networks. The paper is here: http://people.maths.ox.ac.uk/~porterm/papers/granular-final.pdf * http://link.springer.com/article/10.1007%2Fs11135-011-9493-2 * http://www2.arnes.si/~aziber4/blockmodeling/Dissertation-final-corrected.pdf * http://toreopsahl.com/2009/04/03/article-clustering-in-weighted-networks/ * http://www.ncbi.nlm.nih.gov/pmc/articles/PMC374315/ * http://www-personal.umich.edu/~mejn/papers/016132.pdf * http://www.sciencedirect.com/science/article/pii/S0378873307000731 * http://arxiv.org/abs/cond-mat/0407503 * http://www.amazon.com/Weighted-Network-Analysis-Applications-Genomics/dp/1441988181 * http://link.springer.com/article/10.1007%2Fs11280-012-0190-4 ===== Finance ===== * http://www.fna.fi/library * http://www.ecb.europa.eu/pub/fsr/shared/pdf/ivdfinancialstabilityreview201006en.pdf * https://www.facebook.com/financialnetworkanalytics ===== Mix ===== * http://www.see-a-pattern.org/?q=content/patterns-media-content * http://www.sas.com/big-data/ * http://www-01.ibm.com/software/data/bigdata/ * http://www.slideshare.net/lesliebradshaw/a-primer-on-big-data-for-business * http://www.cloudbook.net/resources/stories/cloud-computing-and-the-patriot-act * http://www.teradata.com/business-needs/Big-Data-Analytics/ * http://uu.diva-portal.org/smash/get/diva2:509757/FULLTEXT01 * http://www.b-eye-network.com/view/16420 * http://www.data.gov/ * James M. Abello, Jeffrey Scott Vitter: [[http://books.google.si/books?id=6hvT7BFqq5QC&pg=PA32&lpg=PA32&dq=External-memory+network+analysis+algorithms&source=bl&ots=rPsg53IGSF&sig=e8K31W9gihkwq6DmoOLyE0J9XxM&hl=en&sa=X&ei=8YlBUcbXJsX2sgbm6YCIAg&redir_esc=y#v=onepage&q=External-memory%20network%20analysis%20algorithms&f=false|External Memory Algorithms]] * http://wiki.openstreetmap.org/wiki/Main_Page * http://iem.okstate.edu/baski/files/kplex4web.pdf * http://arxiv.org/abs/1106.6336 * http://www.cs.princeton.edu/courses/archive/spr06/cos423/ * http://siam.org/proceedings/alenex/2007/alx07_001ajwanid.pdf * http://upc.lbl.gov/publications/UPCReview-July2009/23Jul2009/graphs_madduri.pdf * http://www.ittc.ku.edu/~jsv/Papers/Vit.IO_book.pdf * [[http://outlier.si/index.php/pripomocki/111-stop-words-slovenscina|SLO stop words]] * [[http://www.tfl.gov.uk/businessandpartners/syndication/16492.aspx|London Transport]] - Barclays Cycle Hire statistics ... * http://home.uchicago.edu/~jpadgett/course.html * http://www.soc.duke.edu/~jmoody77/s884/index.htm * http://www.drkaren.us/KS_video01.htm , http://youtu.be/RcCpEf6_Ofg , http://youtu.be/n1-nfySqf9M , http://youtu.be/61a_uTmVk0c , http://www.youtube.com/watch?v=ZG9dAIBd4xQ * https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=6203 ===== Courses ===== * Leonid Zhukov: [[http://www.leonidzhukov.net/hse/2015/networks/|2015]], [[http://leonidzhukov.net/hse/2016/socialnetworks/|2016 SN]],[[http://www.leonidzhukov.net/hse/2016/networks/|2016 N]], [[http://www.leonidzhukov.net/hse/2017/networks/|2017 N]]