Digital Business and Intelligent Systems: 15th International Baltic Conference, Baltic DB&IS 2022, Riga, Latvia, July 4–6, 2022, Proceedings (Communications in Computer and Information Science, 1598)

273 Pages·2022·21.151 MB·English

by  Mirjana Ivanovic (editor), Marite Kirikova (editor), Laila Niedrite (editor)

Mirjana Ivanovic
Marite Kirikova
Laila Niedrite (Eds.)
Communications in Computer and Information Science 1598
Digital Business and
Intelligent Systems
15th International Baltic Conference, Baltic DB&IS 2022
Riga, Latvia, July 4–6, 2022
Proceedings
Communications
in Computer and Information Science 1598
EditorialBoardMembers
JoaquimFilipe
PolytechnicInstituteofSetúbal,Setúbal,Portugal
AshishGhosh
IndianStatisticalInstitute,Kolkata,India
RaquelOliveiraPrates
FederalUniversityofMinasGerais(UFMG),BeloHorizonte,Brazil
LizhuZhou
TsinghuaUniversity,Beijing,China
Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/7899
· ·
Mirjana Ivanovic Marite Kirikova
Laila Niedrite (Eds.)
Digital Business and
Intelligent Systems
15th International Baltic Conference, Baltic DB&IS 2022
Riga, Latvia, July 4–6, 2022
Proceedings
Editors
MirjanaIvanovic MariteKirikova
UniversityofNoviSad RigaTechnicalUniversity
NoviSad,Serbia Riga,Latvia
LailaNiedrite
UniversityofLatvia
Riga,Latvia
ISSN 1865-0929 ISSN 1865-0937 (electronic)
CommunicationsinComputerandInformationScience
ISBN 978-3-031-09849-9 ISBN 978-3-031-09850-5 (eBook)
https://doi.org/10.1007/978-3-031-09850-5
©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense
toSpringerNatureSwitzerlandAG2022
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,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbookare
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
This volume contains a selection of papers presented at the 15th International Baltic
ConferenceonDigitalBusinessandIntelligentSystems(DB&IS2022).Theconference
washeldduringJuly4–6,2022,inRiga,Latvia.
The15thInternationalBalticConferenceonDigitalBusinessandIntelligentSystems
is a continuation of the biennial International Baltic Conference on Databases and
Information Systems (Baltic DB&IS) held since 1994 in Trakai, Tallinn (1996, 2002,
2008,2014,2020),Riga(1998,2004,2010,2016),andVilnius(2000,2006,2012,2018).
Afterthe14thInternationalBalticConferenceonDatabasesandInformationSystems
(Tallinn,2020)theconferencesteeringcommitteedecidedtoextendtheconferencewith
morecontemporaryresearchtopicsandtodeciphertheacronymBalticDB&ISasDigital
BusinessandIntelligentSystems.AlthoughtheconferencehasgrownoutoftheBaltics
region,theconferencenamestillcarriesitasareferencetoitsoriginsandlonghistory.
Inheriting the scope of the previous editions of the conference series, the Baltic
DB&IS2022conferencefocusedontheadvancesofcomputerscienceindigitalbusiness
andintelligentsystemsandprovidedarichenvironmentforexchangingresearchfindings
andideasamongscientists,practitioners,anddoctoralstudentsfromtheBalticregion
andEuropebutalsotherestoftheworld.
BalticDB&IS2022wasorganizedbytheFacultyofComputingoftheUniversity
of Latvia together with Riga Technical University, Tallinn University of Technology,
VilniusUniversity,VilniusGediminasTechnicalUniversity,andtheUniversityofTartu.
The International Program Committee consisted of82 researchers and representatives
from 36 countries all over the world. This year, 42 submissions from authors in 16
countries were received. At least three reviewers evaluated each conference paper by
applyingthesingle-blindtypeofpeerreview.Asaresult,16paperswereacceptedas
fullpapers and one paper was accepted as ashortpaper forpublication inthepresent
volume.Theconferenceprogramwasenrichedwithseveralkeynotetalksonchallenging
andemergingresearchtopics.TheconferencewasalsoaccompaniedbyaForumanda
DoctoralConsortium.
Theselectedpapersspanawidespectrumoftopicsrelatedtodigitalbusinessand
intelligentsystems,whichhavebeengroupedintofivesections.Thefirst,andlargest,
sectionaddressesComputerScienceModels,Methods,Algorithms,andToolsforDigital
Business. The second section concerns Knowledge and Knowledge Technologies for
Digital Business and Intelligent Systems. The third section proposes and describes
approachesusefulinITSupportforDigitalTransformation.Thefourthsectionconcerns
different perspectives on Artificial Agents and Smart Systems for Digital Business.
Finally,thefifthsectiongoesundertheumbrellatopicheadingofData,DataScience,
andComputingforDigitalBusinessandIntelligentSystems,proposingnovelmethods,
algorithms,andarchitecturesinthedatasciencearea.
We would like to express our warmest thanks to all authors who contributed to
the 15th International Baltic Conference on Digital Business and Intelligent Systems
2022. Our special thanks go to the keynote speakers, Marlon Dumas, Alvis Brazma,
vi Preface
RobertE.Tarjan,andTalalG.Shamoon,forsharingtheirknowledgewiththeconference
participants.
We are very grateful to the members of the international Program Committee and
additionalrefereesfortheirreviewsandusefulcommentsthathelpedauthorstoimprove
their original submitted papers. We are grateful to the presenters, session chairs, and
conferenceparticipantsfortheirtimeandeffortthatmadeDB&IS2022successful.
Wealsowishtoexpressourthankstotheconferenceorganizingteam,theUniversity
ofLatvia,andothersupportersfortheircontributions.
Finally,wewouldliketothankSpringerfortheirexcellentcooperationduringthe
publicationofthisvolume.
July2022 MirjanaIvanovic
MariteKirikova
LailaNiedrite
Organization
GeneralChair
JurisBorzovs UniversityofLatvia,Latvia
ProgramCommitteeCo-chairs
MirjanaIvanovic UniversityofNoviSad,Serbia
MariteKirikova RigaTechnicalUniversity,Latvia
LailaNiedrite UniversityofLatvia,Latvia
SteeringCommittee
JanisBubenko(1935–2022) RoyalInstituteofTechnologyandStockholm
(HonoraryMember) University,Sweden
ArneSølvberg(Honorary NorwegianUniversityofScienceandTechnology,
Member) Norway
GuntisArnica¯ns UniversityofLatvia,Latvia
JurisBorzovs UniversityofLatvia,Latvia
GintautasDzemyda VilniusUniversity,Lithuania
Ja¯nisGrundspen¸k¸is RigaTechnicalUniversity,Latvia
Hele-MaiHaav TallinnUniversityofTechnology,Estonia
DianaKalibatiene VilniusGediminasTechnicalUniversity,
Lithuania
Ma¯r¯ıteKirikova RigaTechnicalUniversity,Latvia
InnarLiiv TallinnUniversityofTechnology,Estonia
Audrone˙ Lupeikiene˙ VilniusUniversity,Lithuania
RaimundasMatulevicˇius UniversityofTartu,Estonia
TarmoRobal TallinnUniversityofTechnology,Estonia
OlegasVasilecas VilniusGediminasTechnicalUniversity,
Lithuania
ProgramCommittee
GuntisArnicans UniversityofLatvia,Latvia
LizBacon AbertayUniversity,UK
StefanoBonnini UniversityofFerrara,Italy
DominikBork TUWien,Austria
JurisBorzovs UniversityofLatvia,Latvia
viii Organization
AntoineBossard KanagawaUniversity,Japan
SjaakBrinkkemper UtrechtUniversity,TheNetherlands
RobertAndreiBuchmann Babes-BolyaiUniversityofClujNapoca,
,
Romania
ChristineChoppy UniversitéSorbonneParisNord,France
GintautasDzemyda VilniusUniversity,Lithuania
DaleDzemydiene VilniusUniversity,Lithuania
OlgaFragou HellenicOpenUniversity,Greece
FlaviusFrasincar ErasmusUniversityRotterdam,TheNetherlands
WojciechFroelich UniversityofSilesia,Poland
JohannGamper FreeUniversityofBozen-Bolzano,Italy
ShahramGhandeharizadeh UniversityofSouthernCalifornia,USA
AdityaGhose UniversityofWollongong,Australia
GiovanniGiachetti UniversidadTecnológicadeChileINACAP,Chile
OscarGonzález-Rojas UniversidaddelosAndes,Colombia
JanisGrabis RigaTechnicalUniversity,Latvia
ModrisGreitans InstituteofElectronicsandComputerScience,
Latvia
JanisGrundspenkis RigaTechnicalUniversity,Latvia
SauliusGudas VilniusUniversity,Lithuania
Hele-MaiHaav TallinnUniversityofTechnology,Estonia
NisimHarel HolonInstituteofTechnology,Israel
DeleneHeukelman DurbanUniversityofTechnology,SouthAfrica
HannuJaakkola UniversityofTampere,Finland
MatthiasJarke RWTHAachenUniversity,Germany
DianaKalibatiene VilniusGediminasTechnicalUniversity,
Lithuania
KeiichiKaneko TokyoUniversityofAgricultureandTechnology,
Japan
ArneKoschel HSHannover,Germany
MichaelLang NationalUniversityofIrelandGalway,Ireland
DejanLavbicˇ UniversityofLjubljana,Slovenia
EgonsLavendelis RigaTechnicalUniversity,Latvia
InnarLiiv TallinnUniversityofTechnology,Estonia
AudroneLupeikiene VilniusUniversity,Lithuania
HuiMa VictoriaUniversityofWellington,NewZealand
JorgeMartinez-Gil SoftwareCompetenceCenterHagenberg,Austria
SauliusMaskeliunas VilniusUniversity,Lithuania
RaimundasMatulevicius UniversityofTartu,Estonia
VeraMiguéis UniversityofPorto,Portugal
TimoMäkinen TampereUniversity,Finland
CharlesMøller AalborgUniversity,Denmark
Organization ix
ChristophorosNikou UniversityofIoannina,Greece
JyrkiNummenmaa TampereUniversity,Finland
JacobNørbjerg CopenhagenBusinessSchool,Denmark
VladimirOleshchuk UniversityofAgder,Norway
JensMyrupPedersen AalborgUniversity,Denmark
DanaPetcu WestUniversityofTimisoara,Romania
JaroslavPokorný CharlesUniversity,CzechRepublic
JolitaRalyté UniversityofGeneva,Switzerland
TarmoRobal TallinnUniversityofTechnology,Estonia
BenRoelens GhentUniversity,TheNetherlands
JoséRaúlRomero UniversityofCordoba,Spain
KamelRoibah CollegeofBusinessAdministration,Kuwait
ColetteRolland UniversitédeParis1Panthéon-Sorbonne,France
GunterSaake UniversityofMagdeburg,Germany
KurtSandkuhl UniversityofRostock,Germany
UgisSarkans EMBL-EBI,UK
MihailsSavrasovs TransportandTelecommunicationInstitute,
Latvia
UlfSeigerroth JönköpingUniversity,Sweden
KhurramShahzad UniversityofthePunjab,Pakistan
MichalSmialek WarsawUniversityofTechnology,Poland
PiotrSoja CracowUniversityofEconomics,Poland
JosepSolé-Pareta PolytechnicUniversityofCatalonia,Spain
WilliamWeiSong DalarnaUniversity,Sweden
LarryStapleton WaterfordInstituteofTechnology,Ireland
JanisStirna StockholmUniversity,Sweden
VjeranStrahonja UniversityofZagreb,Croatia
KuldarTaveter UniversityofTartu,Estonia
BastianTenbergen StateUniversityofNewYorkatOswego,USA
AMinTjoa ViennaUniversityofTechnology,Austria
AhtoTruu GuardtimeAS,Estonia
OlegasVasilecas VilniusGediminasTechnicalUniversity,
Lithuania
DamjanVavpoticˇ UniversityofLjubljana,Slovenia
MathiasWeske UniversityofPotsdam,Germany
MarkusWestner OTHRegensburg,Germany
MatthiasWißotzki WismarUniversityofAppliedSciences,Germany
RobertWrembel PoznanUniversityofTechnology,Poland
EricYu UniversityofToronto,Canada
JelenaZdravkovic StockholmUniversity,Sweden
IrynaZolotaryova SimonKuznetsKharkivNationalUniversityof
Economics,Ukraine