Network Science: 7th International Winter Conference, NetSci-X 2022, Porto, Portugal, February 8–11, 2022, Proceedings PDF
Preview Network Science: 7th International Winter Conference, NetSci-X 2022, Porto, Portugal, February 8–11, 2022, Proceedings
Pedro Ribeiro · Fernando Silva · José Fernando Mendes · Rosário Laureano (Eds.) 7 9 1 3 1 S Network Science C N L 7th International Winter Conference, NetSci-X 2022 Porto, Portugal, February 8–11, 2022 Proceedings Lecture Notes in Computer Science 13197 FoundingEditors GerhardGoos KarlsruheInstituteofTechnology,Karlsruhe,Germany JurisHartmanis CornellUniversity,Ithaca,NY,USA EditorialBoardMembers ElisaBertino PurdueUniversity,WestLafayette,IN,USA WenGao PekingUniversity,Beijing,China BernhardSteffen TUDortmundUniversity,Dortmund,Germany GerhardWoeginger RWTHAachen,Aachen,Germany MotiYung ColumbiaUniversity,NewYork,NY,USA Moreinformationaboutthissubseriesathttps://link.springer.com/bookseries/7409 · · Pedro Ribeiro Fernando Silva · José Fernando Mendes Rosário Laureano (Eds.) Network Science 7th International Winter Conference, NetSci-X 2022 Porto, Portugal, February 8–11, 2022 Proceedings Editors PedroRibeiro FernandoSilva UniversityofPorto UniversityofPorto Porto,Portugal Porto,Portugal JoséFernandoMendes RosárioLaureano UniversityofAveiro Iscte–InstitutoUniversitáriodeLisboa Aveiro,Portugal Lisbon,Portugal ISSN 0302-9743 ISSN 1611-3349 (electronic) LectureNotesinComputerScience ISBN 978-3-030-97239-4 ISBN 978-3-030-97240-0 (eBook) https://doi.org/10.1007/978-3-030-97240-0 LNCSSublibrary:SL3–InformationSystemsandApplications,incl.Internet/Web,andHCI ©SpringerNatureSwitzerlandAG2022 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface NetSci-X,theannualNetworkScienceSociety’ssignaturewinterconference,extends the popular NetSci conference series to provide an additional forum for a growing community of academics and practitioners working on networks. The series started in 2015. Its 7th edition, NetSci-X 2022, held in Porto from February 8 to February 11,2022,wasthefirstNetSciconferenceheldinPortugal.Theconferencewasjointly organized by the University of Porto, the University of Aveiro, and Iscte – Instituto UniversitáriodeLisboaandwashostedattheUniversityofPorto,FacultyofSciences, Computer Science Department. Previous NetSci-X conferences took place in Rio de Janeiro (Brazil), Wroclaw (Poland), Tel Aviv (Israel), Hangzhou (China), Santiago (Chile), and Tokyo (Japan). More information on the NetSci conference series and organizationisavailableonthewebsiteathttps://netscisociety.net. The conference fosters interdisciplinary communication and collaboration in network science research across computer and information sciences, physics, mathematics, statistics, the life sciences, neuroscience, environmental sciences, social sciences, finance and business, and others. The conference aims to promote the dissemination of high-quality research as well as to engage researchers in their early career stages. Of special interest are applications which demonstrate the effectiveness ofthemainnetworksciencetopics. Thecallforpapersattracted163submissions,representing42countries.Theauthors submitted their contributions to either the full papers track (19 submissions) or the extended abstract track. Each paper in both tracks was peer reviewed by at least two (typicallythree)independentreviewersfromaninternationalProgramCommittee.This proceedingsvolumeisthecollectionofthe13acceptedfullpapers. ThegreatsuccessofNetSci-X2022owestotheseandotherauthors,whopresented their work either in person in Porto or remotely. Needless to say, the success also owestothekeynoteandinvitedspeakers,whodeliveredimpressivetalks.Ourkeynote speakerswereJureLeskovec,JurgenKurths,ManuelaVeloso,StefanoBoccaletti,Tijana Milenkovic,andTizianaDiMatteo;ourinvitedspeakerswereAngélicaSousadeMata, FranciscoSantos,MarcusKaiser,MariaAngelesSerrano,MartaC.González,andSune Lehmann. AspartofNetSci-X2022,aschoolwasheldonFebruary8,dedicatedtointroducing young researchers to a diversity of fundamental topics in network science, including a tutorial about science communication. A poster session was also organized as part of the conference program to allow authors to briefly present their work and have the opportunitytobechallengedwithquestions. The 7th NetSci-X conference in Porto would not have been possible without the support of many individuals and organizations. We owe special thanks to the authors ofallsubmittedpapers,themembersoftheProgramCommittee,andthereviewersfor theircontributionstothesuccessoftheconference.Wewouldalsoliketoexpressour gratitudetothemembersoftheorganizingcommittee.Moreover,weareindebtedtothe membersoftheNetworkScienceSocietyfortheirtrust,guidance,andsupport.Finally, vi Preface anumberofinstitutionalandindustrialsponsorscontributedtotheorganizationofthe conference.TheirnamesandlogosappearontheNetSci-X2022websiteathttps://net scix.dcc.fc.up.pt. It was a pleasure and an honor to organize and host NetSci-X 2022 in Porto. We hopethatallparticipantsenjoyedthetechnicalprogramandthesocialeventsorganized duringtheconference,aswellasthecityofPortoandPortugal. February2022 PedroRibeiro FernandoSilva JoséFernandoMendes RosárioLaureano Organization GeneralChairs FernandoSilva UniversityofPorto,Portugal JoséFernandoMendes UniversityofAveiro,Portugal RosárioLaureano Iscte–InstitutoUniversitáriodeLisboa,Portugal SchoolChair AndreiaSofiaTeixeira UniversityofLisbon,Portugal LocalOrganization CarlosFerreira PolytechnicInstituteofPorto,Portugal SylwiaBugla CRACS/INESCTEC,Portugal MarianaBarros UniversityofPorto,Portugal ProgramChair PedroRibeiro UniversityofPorto,Portugal ProgramCommittee AdilsonMotter NorthwesternUniversity,USA AlbertoAntonioni CarlosIIIUniversityofMadrid,Spain AlessandroPluchino UniversityofCatania,Italy AlessioCardillo UniversitatObertadeCatalunya,Spain AlexanderGates NortheasternUniversity,USA AlexandreP.Francisco UniversityofLisbon,Portugal AlicePatania IndianaUniversity,USA AndreiaSofiaTeixeira UniversityofLisbon,Portugal AricHagberg LosAlamosNationalLaboratory,USA BalazsLengyel CorvinusUniversityofBudapest,Hungary BeomJunKim SungkyunkwanUniversity,SouthKorea BoleslawSzymanski RensselaerPolytechnicInstitute,USA BrennanKlein NortheasternUniversity,USA ByungjoonMin ChungbukNationalUniversity,SouthKorea CarloPiccardi PolitecnicodiMilano,Italy viii Organization CarolinaMattsson LeidenUniversity,TheNetherlands ClaudioCastellano IstitutodeiSistemiComplessi(ISC-CNR),Italy DanBraha NECSI,USA DanielFigueiredo UFRJ,Brazil Deok-SunLee KoreaInstituteforAdvancedStudy,SouthKorea DinaMistry NortheasternUniversity,USA EmmaTowlson UniversityofCalgary,Canada FabrizioDeVicoFallani Inria-ICM,France FedericoBotta UniversityofExeter,UK FengXia FederationUniversityAustralia,Australia FilippoRadicchi NorthwesternUniversity,USA GinestraBianconi QueenMaryUniversityofLondon,UK GiovanniPetri ISIFoundation,Italy GiulioCimini UniversityofRomeTorVergata,Italy GiulioRossetti UniversityofPisa,Italy GiuseppeMangioni UniversityofCatania,Italy GregorioD’Agostino ENEA,Spain Hang-HyunJo CatholicUniversityofKorea,SouthKorea HaoxiangXia DalianUniversityofTechnology,China HirokiSayama BinghamtonUniversity,USA JamesGleeson UniversityofLimerick,Ireland JianxiGao RensselaerPolytechnicInstitute,USA JohannesWachs CentralEuropeanUniversity,Hungary JordiDuch UniversitatRoviraiVirgili,Italy JorgeG.T.Zanudo PennsylvaniaStateUniversity,USA JoséFernandoMendes UniversityofAveiro,Portugal JoséManuelGalán UniversidaddeBurgos,Spain JunmingHuang PrincetonUniversity,USA LauraMariaAlessandretti ENSLyon,France LetoPeel MaastrichtUniversity,TheNetherlands LucaPappalardo UniversityofPisa,Italy LucasLacasa IFISC(CSIC-UIB),Spain LuisE.C.Rocha GhentUniversity,Belgium M.ÁngelesSerrano UniversitatdeBarcelona,Spain ManlioDeDomenico FondazioneBrunoKessler,Italy MarcellaTambuscio AustrianAcademyofSciences,Austria MarcoAlbertoJavarone CentroRicercheEnricoFermi,Italy,and UniversityCollegeLondon,UK MarcoTulioAngulo NationalAutonomousUniversityofMexico, Mexico MatúšMedo UniversityofBern,Switzerland MicheleTizzoni ISIFoundation,Italy Organization ix MikkoKivela AaltoUniversity,Finland MártonPósfai CentralEuropeanUniversity,Hungary NaokiMasuda StateUniversityofNewYorkatBuffalo,USA OsnatMokryn UniversityofHaifa,Israel PaoloBajardi ISIFoundation,Italy PedroRibeiro UniversityofPorto,Portugal PerSebastianSkardal TrinityCollegeDublin,Ireland PetterHolme TokyoInstituteofTechnology,Japan PhilippHoevel UniversityCollegeCork,Ireland RadosławMichalski WrocławUniversityofScienceandTechnology, Poland RenaudLambiotte UniversityofOxford,UK RiccardoDiClemente UniversityofExeter,UK RodolfoBaggio BocconiUniversity,Italy,andTomskPolytechnic University,Russia RosaM.Benito UniversidadPolitécnicadeMadrid,Spain RosárioLaureano Iscte–InstitutoUniversitáriodeLisboa,Portugal SandroMeloni IFISC(CSIC-UIB),Spain SangHoonLee GyeongsangNationalUniversity,SouthKorea SatyamMukherjee NorthwesternUniversity,USA SeanCornelius RyersonUniversity,Canada TaroTakaguchi LINECorporation,Japan TatsuroKawamoto AIST,Japan TeruyoshiKobayashi KobeUniversity,Japan TiagoPeixoto CentralEuropeanUniversity,Hungary TizianoSquartini IMTSchoolforAdvancedStudiesLucca,Italy VedranSekara ITUniversityofCopenhagen,Denmark XinLu KarolinskaInstitutet,Sweden YanqingHu SunYat-senUniversity,Taiwan YifangMa SouthernUniversityofScienceandTechnology, China YohsukeMurase RIKEN,Japan ZhihaiRong UESTC,China Zhong-KeGao TianjinUniversity,China AdditionalReviewers AhmadNaserEddin CátiaVaz QiWang AlbertoBarbosa HengfangDeng RobertEyre AndreMeira LuZhong ShuoYu BernardoMonechi LucianoGrácio VanessaSilva ChaoFan PietroColetti XiangyiMeng
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