Social Informatics: 13th International Conference, SocInfo 2022, Glasgow, UK, October 19–21, 2022, Proceedings (Lecture Notes in Computer Science, 13618)

518 Pages·2022·40.32 MB·English

by  Frank Hopfgartner (editor), Kokil Jaidka (editor), Philipp Mayr (editor), Joemon Jose (editor), Jan Breitsohl (editor)

Frank Hopfgartner · Kokil Jaidka ·
Philipp Mayr · Joemon Jose ·
Jan Breitsohl (Eds.)
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Social Informatics
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13th International Conference, SocInfo 2022
Glasgow, UK, October 19–21, 2022
Proceedings
Lecture Notes in Computer Science 13618
FoundingEditors
GerhardGoos
KarlsruheInstituteofTechnology,Karlsruhe,Germany
JurisHartmanis
CornellUniversity,Ithaca,NY,USA
EditorialBoardMembers
ElisaBertino
PurdueUniversity,WestLafayette,IN,USA
WenGao
PekingUniversity,Beijing,China
BernhardSteffen
TUDortmundUniversity,Dortmund,Germany
MotiYung
ColumbiaUniversity,NewYork,NY,USA
Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/558
· · ·
Frank Hopfgartner Kokil Jaidka Philipp Mayr
·
Joemon Jose Jan Breitsohl (Eds.)
Social Informatics
13th International Conference, SocInfo 2022
Glasgow, UK, October 19–21, 2022
Proceedings
Editors
FrankHopfgartner KokilJaidka
UniversitätKoblenz-Landau NationalUniversityofSingapore
Koblenz,Germany Singapore,Singapore
PhilippMayr JoemonJose
GESIS–Leibniz-Institutfür UniversityofGlasgow
Sozialwissenschaften Glasgow,UK
Cologne,Germany
JanBreitsohl
UniversityofGlasgow
Glasgow,UK
ISSN 0302-9743 ISSN 1611-3349 (electronic)
LectureNotesinComputerScience
ISBN 978-3-031-19096-4 ISBN 978-3-031-19097-1 (eBook)
https://doi.org/10.1007/978-3-031-19097-1
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Preface
This volume contains the proceedings of the 13th Conference on Social Informatics
(SocInfo 2022), held in Glasgow, UK, during October 19–21, 2022. This conference
series has always aimed to create a venue of discussion for computational and
social sciences researchers, acting as a bridge between these two different and
often separated academic communities. SocInfo 2020 had to face challenges brought
on by the COVID-19 pandemic and was conducted virtually to better adapt to the
traveldifficultiesandrestrictions.SocInfo2021nevermaterialized,andinthiscontext,
SocInfo 2022 made the brave attempt to revive the conference series. However,
we faced numerous challenges, including finding a proper venue and sponsorships.
SocInfo2022wasorganizedasahybridconferencetoaccommodatethoseaffectedby
COVID-relateddifficulties.Nevertheless,theconference’sgoalremainedunchanged:to
provideaforumforacademicstoexploremethodologicalnoveltiesinthecomputational
andsocialsciencefieldsandidentifysharedresearchtrajectories.Despitethedifficulties
brought by the pandemic, the organizers received a vast number of diverse and
interdisciplinary contributions, ranging from works that ground information system
design on social concepts to papers that analyze complex social systems using
computational methods or explore socio-technical techniques using social sciences
methods.
We have received 102 paper submissions this year which were reviewed by 26
Senior Program Committee members and 129 Program Committee members with a
stronginterdisciplinary background fromallover theworld.The Program Committee
members reviewed all submissions and provided the authors with in-depth feedback
on how to improve their work. Similar to previous years, SocInfo 2022 employed a
double-blindpeer-reviewingprocessinvolvingatwo-tieredProgramCommittee.Based
onreviewers’input,theProgramCommitteeco-chairsselected22fullandeightshort
papersfororalpresentation.Inaddition,sevenabstractsubmissionswereacceptedfor
posterpresentation,aswellasfourpaperspresentinglate-breakingresults.
AttheconferenceinGlasgow,SocInfo2022hostedthreekeynotespeakers,namely
MichaelHaenlein(ProfessorofMarketingattheUniversityofLiverpool),Piyushimita
(Vonu)Thakuriah(ProfessoratRutgersUniversity),andEdgarMeij(HeadoftheSearch
andDiscoverygroupatBloomberg).
WewouldliketothankallauthorsandattendeeswhocontributedtomakingSocInfo
2022 a prime forum to present and discuss research on social informatics. Moreover,
weexpressoursinceregratitudetoeveryonewhohelpedinorganizingtheconference.
Finally, we would like to emphasize our appreciation for the efforts of the Program
Committeememberswhodedicatedtheirtimeandeffortstoguaranteethatsubmissions
adheredtothehigheststandardexpectedfromSocInfo.
vi Preface
Finally,wehopethattheseproceedingswillconstituteavalidinputforyourresearch
interestsandthatyouwillcontinuethescientificexchangewiththeSocInfocommunity.
October2022 FrankHopfgartner
KokilJaidka
PhilippMayr
JoemonM.Jose
JanBreitsohl
Organization
GeneralChairs
JoemonM.Jose UniversityofGlasgow,UK
JanBreitsohl UniversityofGlasgow,UK
ProgramCommitteeChairs
FrankHopfgartner UniversitätKoblenz-Landau,Germany
KokilJaidka NationalUniversityofSingapore,Singapore
PhilippMayr GESIS,Germany
SeniorProgramCommittee
MarceloArmentano UNICEN,Argentina
LeifAzzopardi UniversityofStrathclyde,UK
MatthewBarr UniversityofGlasgow,UK
FaustoGiunchiglia UniversityofTrento,Italy
CathalGurrin DublinCityUniversity,Ireland
MartinHalvey UniversityofStrathclyde,UK
BenjaminKille NorwegianUniversityofScienceandTechnology,
Norway
YunhyongKim UniversityofGlasgow,UK
StylianiKleanthous OpenUniversityofCyprus,Cyprus
TsviKuflik UniversityofHaifa,Israel
MonicaLestariParamita UniversityofSheffield,UK
ElisabethLex GrazUniversityofTechnology,Austria
AndreasLommatzsch TUBerlin,Germany
SuvodeepMazumdar UniversityofSheffield,UK
RakshaPavagadaSubbanarasimha IIITBangalore,India
LenaPodoletz UniversityofEdinburgh,UK
SrinathSrinivasa IIITBangalore,India
PadminiSrinivasan UniversityofIowa,USA
AixinSun NanyangTechnologicalUniversity,Singapore
JohnTernovski GeorgetownUniversity,USA
ThanassisTiropanis UniversityofSouthampton,UK
MicheleTizzoni ISIFoundation,Italy
AntonelaTommasel ISISTAN,CONICET-UNICEN,Argentina
viii Organization
KlausTroitzsch UniversityofKoblenz-Landau,Germany
MilenaTsvetkova LondonSchoolofEconomicsandPolitical
Science,UK
DavideVega UppsalaUniversity,Sweden
ProgramCommittee
PalakornAchananuparp SingaporeManagementUniversity,Singapore
MikhailAlexandrov RussianPresidentialAcademyofNational
EconomyandPublicAdministration,Russia,
andAutonomousUniversityofBarcelona,
Spain
HamedAlhoori NorthernIllinoisUniversity,USA
IuliiaAlieva CarnegieMellonUniversity,USA
StuartAnderson UniversityofEdinburgh,UK
PanagiotisAndriotis UniversityoftheWestofEngland,UK
MakanArastuie Seagate,USA
MuhammadAtifQureshi TUDublin,Ireland
EbrahimBagheri RyersonUniversity,Canada
DivyaBansal PECUniversityofTechnology,India
DominikBatorski UniversityofWarsaw,Poland
FelixBiessmann BerlinUniversityofAppliedSciences,Germany
LivioBioglio UniversityofTurin,Italy
MatteoBöhm SapienzaUniversityofRome,Italy
KalinaBontcheva UniversityofSheffield,UK
MarcoBrambilla PolitecnicodiMilano,Italy
UlrikBrandes ETHZürich,Switzerland
KevinMattheCaramancion MercyhurstUniversity,USA
KathleenM.Carley CarnegieMellonUniversity,USA
ColinCampbell UniversityofMountUnion,USA
FabioCelli MaggioliR&D,Italy
NinaCesare UniversityofWashington,USA
CharalamposChelmis UniversityatAlbany,USA
MinChen CISPA,Germany
NinghanChen UniversityofLuxembourg,Luxembourg
Yi-ShinChen NationalTsingHuaUniversity,Taiwan
DimitrisChristopoulos MUVienna,Austria,andEdinburghBusiness
School,UK
DavidCorney FullFact,UK
AndrewCrooks UniversityatBuffalo,USA
MithunDas IndianInstituteofTechnologyKharagpur,India
MarcoDeNadai FondazioneBrunoKessler,Italy
AmrutaDeshpande GraphikaInc.,USA
Organization ix
DjellelDifallah NewYorkUniversity,USA
LyDinh UniversityofIllinoisUrbana-Champaign,USA
SofiaDokuka NationalResearchUniversityHigherSchoolof
Economics,Russia
VictorM.Eguiluz InstituteforCross-DisciplinaryPhysicsand
ComplexSystems,CSIC-UIB,Spain
RezaFarahbakhsh TélécomSudParis,France
DennisFeehan UniversityofCalifornia,Berkeley,USA
GerhardFuchs UniversityofStuttgart,Germany
SabrinaGaito UniversityofMilan,Italy
FlorianaGargiulo GEMASS,CNRSandSorbonneUniversity,
France
FrancescaGreco SapienzaUniversityofRome,Italy
BarbaraGuidi UniversitàdiPisa,Italy
RiccardoGuidotti UniversityofPisa,Italy
ClaudiaHauff DelftUniversityofTechnology,TheNetherlands
DenisHelic GrazUniversityofTechnology,Austria
JuliaHsin-PingHsu GeorgeMasonUniversity,USA
PanHui HKUST,China,andUniversityofHelsinki,
Finland
AliHürriyetog˘lu KocUniversity,Turkey
AdrianaIamnitchi MaastrichtUniversity,TheNetherlands
TunazzinaIslam PurdueUniversity,USA
GholamrezaJafari ShahidBehestiUniversity,Iran
AlejandroJaimes AiCure,USA
PabloJensen IXXI,ENSLyon,France
SeungwonEugeneJeong UniversityofBristol,UK
KennethJoseph UniversityatBuffalo,USA
ShubhraKantiKarmaker AuburnUniversity,USA
KazuhiroKazama WakayamaUniversity,Japan
AndreasKoch UniversityofSalzburg,Austria
SergeiKoltcov NationalResearchUniversityHigherSchoolof
Economics,Russia
OlessiaKoltsova NationalResearchUniversityHigherSchoolof
Economics,Russia
CemKozcuer BerlinerHochschulefürTechnik,Germany
PonnurangamKumaraguru IIITDelhi,India
HemankLamba CarnegieMellonUniversity,USA
RenaudLambiotte UniversityofOxford,UK
WalterLaMendola UniversityofDenver,USA
GeorgiosLappas UniversityofWesternMacedonia,Greece
Deok-SunLee KoreaInstituteforAdvancedStudy,SouthKorea