0000000000384911

AUTHOR

Vasyl Palchykov

showing 1 related works from this author

Statistically validated mobile communication networks: the evolution of motifs in European and Chinese data

2014

Big data open up unprecedented opportunities to investigate complex systems including the society. In particular, communication data serve as major sources for computational social sciences but they have to be cleaned and filtered as they may contain spurious information due to recording errors as well as interactions, like commercial and marketing activities, not directly related to the social network. The network constructed from communication data can only be considered as a proxy for the network of social relationships. Here we apply a systematic method, based on multiple hypothesis testing, to statistically validate the links and then construct the corresponding Bonferroni network, gen…

FOS: Computer and information sciencesPhysics - Physics and SocietyBig dataFOS: Physical sciencesGeneral Physics and AstronomyPhysics and Society (physics.soc-ph)computer.software_genre01 natural sciences010305 fluids & plasmassymbols.namesake0103 physical sciences010306 general physicsProxy (statistics)Social and Information Networks (cs.SI)PhysicsSocial networkbusiness.industryComputer Science - Social and Information NetworksComplex networkcomplex networks social systems statistically validated networks mobile call records 3-motifsSettore FIS/07 - Fisica Applicata(Beni Culturali Ambientali Biol.e Medicin)Bonferroni correctionMobile phonesymbolsMobile telephonyData miningRaw databusinesscomputer
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