Scalable Uncertainty Management. 15th International Conference, SUM 2022 Paris, France, October 17–19, 2022 Proceedings

374 Pages·2022·9.571 MB·English

by  Florence Dupin de Saint-Cyr, Meltem Öztürk-Escoffier, Nico Potyka

Florence Dupin de Saint-Cyr
Meltem Öztürk-Escoffier
Nico Potyka (Eds.)
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6 Scalable Uncertainty
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AI Management
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15th International Conference, SUM 2022
Paris, France, October 17–19, 2022
Proceedings
123
Lecture Notes in Artificial Intelligence 13562
Subseries of Lecture Notes in Computer Science
SeriesEditors
RandyGoebel
UniversityofAlberta,Edmonton,Canada
WolfgangWahlster
DFKI,Berlin,Germany
Zhi-HuaZhou
NanjingUniversity,Nanjing,China
FoundingEditor
JörgSiekmann
DFKIandSaarlandUniversity,Saarbrücken,Germany
Moreinformationaboutthissubseriesathttps://link.springer.com/bookseries/1244
·
Florence Dupin de Saint-Cyr
·
Meltem Öztürk-Escoffier Nico Potyka (Eds.)
Scalable Uncertainty
Management
15th International Conference, SUM 2022
Paris, France, October 17–19, 2022
Proceedings
Editors
FlorenceDupindeSaint-Cyr MeltemÖztürk-Escoffier
IRIT-UniversitéToulouse UniversitéParis-Dauphine-PSL
Toulouse,France Paris,France
NicoPotyka
ImperialCollegeLondon
London,UK
ISSN 0302-9743 ISSN 1611-3349 (electronic)
LectureNotesinArtificialIntelligence
ISBN 978-3-031-18842-8 ISBN 978-3-031-18843-5 (eBook)
https://doi.org/10.1007/978-3-031-18843-5
LNCSSublibrary:SL7–ArtificialIntelligence
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Preface
Thesearetheproceedingsofthe15thInternationalConferenceonScalableUncertainty
Management (SUM 2022) held during October 17–19, 2022, at Université Paris-
Dauphine-PSL,inParis,France.TheSUMconferencesareannualeventswhichaim
to gather researchers with a common interest in managing and analyzing imperfect
information from a wide range of fields, such as artificial intelligence and machine
learning,databases,informationretrievalanddatamining,thesemanticweb,andrisk
analysis,andwiththeaimoffosteringcollaborationandcross-fertilizationofideasfrom
thedifferentcommunities.
ThefirstSUMconferencewasheldinWashingtonDCin2007.Sincethen,theSUM
conferenceshavesuccessivelytakenplaceinNaplesin2008,WashingtonDCin2009,
Toulousein2010,Daytonin2011,Marburgin2012,WashingtonDCin2013,Oxfordin
2014,Québecin2015,Nicein2016,Granadain2017,Milanoin2018,andCompiègne
in2019.SUM2020wasinitiallyplannedtobeheldinBolzano,Italy,duringSeptember
2020.Unfortunately,theCOVID-19pandemicforcedittobefullyvirtual.Forthesame
reasons,therewasnoSUMconferencein2021.
SUM2022solicitedthreetypesofpapersubmissions.Longpapersreportonorig-
inalresearch,orprovideasurveythatsynthesizessomecurrentresearchtrends.Short
papersdescribepromisingworkinprogress,systems,orpositionsoncontroversialissues.
Finally,extendedabstracts,whichdidnotgointotheproceedings,allowedparticipants
to present their recently published work or preliminary ideas at SUM to discuss them
withthecommunity.
Wereceivedasmallnumberofsubmissions(21longandfourshortpapers),mostly
by reputed research groups. We assigned three to four reviewers from the Program
Committeeperpaper,andonlyacceptedpaperswithanoverallpositiveevaluation.This
resultedin19longandfourshortpapersthatwentintotheproceedings.
The conference also included three invited talks by Gabriele Kern-Isberner
(TechnischeUniversitätDortmund),SiljaRenooij(UniversiteitUtrecht),andFrancesca
Toni(ImperialCollegeLondon)andeighttutorialsbyDenisBouyssou(CNRS,Univer-
sitéParisDauphine-PSL),TanyaBraun(UniversityofMünster),AnneLaurent(Uni-
versitédeMontpellier),Jean-GuyMailly(UniversitéParisCité),MichaelPoss(CNRS,
UniversitédeMontpellier),JeremyRohmer(BRGM,Paris),DiedrichWolter(University
of Bamberg) and Christophe Gonzales (Aix Marseille Université). Two tutorials were
accompaniedbyatutorialarticlethatcanbefoundintheproceedings.
We would like to thank all authors, invited speakers, and tutorial speakers for
their valuable contributions to the conference program, the members of the Program
Committee and the external reviewers for their constructive reviews, and the Local
OrganizationandtheSUMSteeringCommitteefortheirsupportinorganizingtheevent.
WeareparticularlygratefultoHenriPradeandDidierDuboisfortheirconstantsupport
andadviceduringtheorganizationoftheconferenceandtoLluisGodoandLeopoldo
Bertossifortheextraeffortthattheyputintoadvertisingtheconference.Wealsowant
to thank Lamsade and the Université Paris-Dauphine - PSL for funding and hosting
vi Preface
theconferenceandSpringerfortheirongoingsupportandsponsoringthisyear’sBest
StudentPaperAward.Finally,wewouldliketothankallparticipantsofSUM2022for
attendingtheconferenceandmakingitasuccess.
September2022 FlorenceDupindeSaint-Cyr
MeltemÖztürk-Escoffier
NicoPotyka
Organization
GeneralChair
MeltemÖztürk-Escoffier UniversitéParis-Dauphine-PSL,France
ProgramCommitteeChairs
FlorenceDupindeSaint-Cyr IRIT-UniversitéToulouse3,France
NicoPotyka ImperialCollegeLondon,UK
LocalOrganization Committee
LucieGaland UniversitéParis-Dauphine-PSL,France
BriceMayag UniversitéParis-Dauphine-PSL,France
StefanoMoretti CNRS,UniversitéParis-Dauphine-PSL,France
MeltemÖztürk-Escoffier UniversitéParis-Dauphine-PSL,France
SoniaToubaline UniversitéParis-Dauphine-PSL,France
PaoloViappiani CNRS,UniversitéParis-Dauphine-PSL,France
SteeringCommittee
SalemBenferhat ArtoisUniversity,France
DidierDubois IRIT-CNRS,France
LluisGodo IIIA-CSIC,Spain
EykeHüllermeier UniversitätPaderborn,Germany
AnthonyHunter UniversityCollegeLondon,UK
HenriPrade IRIT-CNRS,France
StevenSchockaert CardiffUniversity,UK
V.S.Subrahmanian UniversityofMaryland,USA
ProgramCommittee
LeilaAmgoud IRIT-CNRS,France
AlessandroAntonucci IDSIA,Switzerland
NahlaBenAmor InstitutSupérieurdeGestiondeTunis,Tunisia
SalemBenferhat ArtoisUniversity,France
LeopoldoBertossi SkemaBusinessSchool,Canada
FernandoBobillo UniversityofZaragoza,Spain
viii Organization
ImenBoukhris UniversitédeTunis,ISGTunis,Tunisia
RafikaBoutalbi UniversityofStuttgart,Germany
TanyaBraun UniversityofMünster,Germany
FabioCozman UniversityofSãoPaulo,Brazil
DavideCiucci UniversityofMilano-Bicocca,Italy
ThierryDenoeux UniversitédeTechnologiedeCompiègne,France
SylvieDoutre UniversityofToulouse1-IRIT,France
ZiedElouedi InstitutSupérieurdeGestiondeTunis,Tunisia
LluisGodo IIIA-CSIC,Spain
ManuelGómez-Olmedo UniversitydeGranada,Spain
ChristopheGonzales Aix-MarseilleUniversité,LIS,France
JohnGrant TowsonUniversity,USA
ArjenHommersom OpenUniversiteit,TheNetherlands
EricLefevre ArtoisUniversity,France
PhilippeLeray NantesUniversity,France
ThomasLukasiewicz UniversityofOxford,UK
FrancescaMangili IDSIA,Switzerland
SilviuManiu UniversitéParis-Sud,France
ThomasMeyer UniversityofCapeTownandCAIR,SouthAfrica
SerafinMoral UniversitydeGranada,Spain
FrancescoParisi DIMES,UniversityofCalabria,Italy
HenriPrade IRIT-CNRS,France
AndreaPugliese UniversityofCalabria,Italy
BenjaminQuost UniversitédeTechnologiedeCompiègne,France
StevenSchockaert CardiffUniversity,UK
UmbertoStraccia ISTI-CNR,Italy
AndreaTettamanzi UniversityofNiceSophiaAntipolis,France
MatthiasThimm FernUniversitätinHagen,Germany
MauricevanKeulen UniversityofTwente,TheNetherlands
BarbaraVantaggi LaSapienzaUniversityofRome,Italy
AdditionalReviewers
XiaolongLiu XiangtanUniversity,China
KaiSauerwald FernUniversitätinHagen,Germany
Abstracts of Invited Talks