ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium: International Workshops: DOING, MADEISD, SKG, BBIGAP, SIMPDA, AIMinScience 2020 and Doctoral Consortium, Lyon, France, August 25–27, 2020, Proceedings PDF
Preview ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium: International Workshops: DOING, MADEISD, SKG, BBIGAP, SIMPDA, AIMinScience 2020 and Doctoral Consortium, Lyon, France, August 25–27, 2020, Proceedings
Ladjel Bellatreche · Mária Bieliková · Omar Boussaïd · Barbara Catania · Jérôme Darmont · Elena Demidova · Fabien Duchateau · Mark Hall et al. (Eds.) Communications in Computer and Information Science 1260 ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium International Workshops: DOING, MADEISD, SKG, BBIGAP, SIMPDA, AIMinScience 2020 and Doctoral Consortium Lyon, France, August 25–27, 2020, Proceedings Communications in Computer and Information Science 1260 Commenced Publication in 2007 Founding and Former Series Editors: Simone Diniz Junqueira Barbosa, Phoebe Chen, Alfredo Cuzzocrea, Xiaoyong Du, Orhun Kara, Ting Liu, Krishna M. Sivalingam, Dominik Ślęzak, Takashi Washio, Xiaokang Yang, and Junsong Yuan Editorial Board Members Joaquim Filipe Polytechnic Institute of Setúbal, Setúbal, Portugal Ashish Ghosh Indian Statistical Institute, Kolkata, India Igor Kotenko St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia Raquel Oliveira Prates Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil Lizhu Zhou Tsinghua University, Beijing, China More information about this series at http://www.springer.com/series/7899 á á Ladjel Bellatreche M ria Bielikov (cid:129) (cid:129) ï Omar Boussa d Barbara Catania (cid:129) (cid:129) é ô J r me Darmont Elena Demidova (cid:129) (cid:129) Fabien Duchateau Mark Hall (cid:129) (cid:129) č Tanja Mer un Boris Novikov (cid:129) (cid:129) Christos Papatheodorou (cid:129) Thomas Risse Oscar Romero (cid:129) (cid:129) Lucile Sautot Guilaine Talens (cid:129) (cid:129) Ž Robert Wrembel Maja umer (Eds.) (cid:129) ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium International Workshops: DOING, MADEISD, SKG, BBIGAP, SIMPDA, AIMinScience 2020 and Doctoral Consortium Lyon, France, August 25–27, 2020 Proceedings 123 Editors LadjelBellatreche Mária Bieliková ISAE-ENSMA SlovakUniversity of Technology Poitiers, France Bratislava, Slovakia OmarBoussaïd Barbara Catania UniversitéLumière Lyon2 University of Genova Lyon,France Genoa,Italy Jérôme Darmont ElenaDemidova UniversitéLumière Lyon2 LeibnizUniversity ofHannover Lyon,France Hannover, Niedersachsen,Germany FabienDuchateau Mark Hall UniversitéClaude Bernard Lyon1 TheOpen University Lyon,France MiltonKeynes, UK TanjaMerčun Boris Novikov University of Ljubljana NationalResearchUniversityHigherSchool Ljubljana, Slovenia of Economics St.Petersburg, Russia Christos Papatheodorou Ionian University ThomasRisse Corfu, Greece Goethe University Frankfurt Frankfurtam Main,Hessen, Germany Oscar Romero Universitat PolitècnicadeCatalunya LucileSautot Barcelona,Spain AgroParisTech Montpellier, France Guilaine Talens University of Lyon RobertWrembel Lyon,France Poznań University of Technology Poznań,Poland Maja Žumer University of Ljubljana Ljubljana, Slovenia ISSN 1865-0929 ISSN 1865-0937 (electronic) Communications in Computer andInformation Science ISBN 978-3-030-55813-0 ISBN978-3-030-55814-7 (eBook) https://doi.org/10.1007/978-3-030-55814-7 ©SpringerNatureSwitzerlandAG2020 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 ThisvolumecontainsaselectionofthepaperspresentedatallWorkshopsandDoctoral Consortium of the 24th East-European Conference on Advances in Databases and InformationSystems(ADBIS2020),the24thInternationalConferenceonTheoryand Practice of Digital Libraries (TPDL 2020), and the 16th Workshop on Business Intelligence and Big Data (EDA 2020), held during August 25–27, 2020, in Lyon, France. This year, ADBIS, TPDL, and EDA 2020 attracted 10 workshop proposals. After evaluationoftheseproposalsbytheworkshopchairsbasedontransparentcriteria,nine workshopproposalswereselected.EachworkshopchairestablishedtheirInternational ProgramCommitteeandadvertisementstrategy.Afterthepapersubmissiondeadlines, three workshops were canceled due to their low submission rates. In the end, six workshops were officially co-located with ADBIS, TPDL, and EDA 2020. This volume contains 26 papers long papers and 5 short papers selected to be presented in these workshops and doctoral consortium (DC). An introductory chapter summarizes the main issues and contributions of all the events whose papers are included in this volume. The volume is divided into seven parts, where each part corresponds to a single satellite event and its organizers and International Program Committee are described. Theselectedpapersspanawidespectrumoftopicsrelatedtointelligentdesignand exploitationofAI-drivensystems,software,andapplicationstoproduceusefulinsight andtangiblebusinessvalue.ThisdesigntakesintoaccountdifferentV’sbroughtabout by the Big Data Era (Volume, Velocity, Variety, Veracity, Value, Vocabulary). The exploitationofthisamountofdata/knowledgeisempoweredbymachine/deeplearning techniques and innovative hardware. One of the main particularities of our workshops isthattheycoverseveralcasestudiessuchasFrenchculturalheritage,climatechange, crowd votes, banking, health, environment, etc. Inthefollowing,ashortdescriptionandgoalsofeachworkshopandDCaregiven. TheFirstWorkshoponIntelligent Data-FromDatatoKnowledge(DOING 2020) focuses on transforming data into information and then into knowledge. It gathered researchers from natural languageprocessing (NLP),databases, and AI. DOING2020 focuses on all aspects concerning modern infrastructures that support these areas, giving particular attention, but not limited to, data on health and environmental domains. The DOING workshop received 17 submissions, out of which 8 were accepted as full papers and 1 as a short paper, resulting in an acceptance rate of 50%. The workshop program also featured an invited keynote talk by Professor Marie- Christine Rousset, from the Laboratoire d’Informatique de Grenoble (LIG), France. The Second Workshop on Modern Approaches in Data Engineering and Informa- tion System Design (MADEISD 2020) aims at addressing open questions and real potentials for various applications of modern approaches and technologies in data engineering and information system design to develop and implement effective vi Preface software services that support of information management in various organizational systems.Theintentionwastoaddresstheinterdisciplinarycharacterofasetoftheories, methodologies, processes, architectures, and technologies in disciplines such as Data Engineering, Information System Design, Big Data, NoSQL Systems, and Model- Driven Approaches in development of effective software services. After a rigorous selection process, the MADEISD 2020 accepted four papers out of nine submissions. TheFirstWorkshoponScientificKnowledgeGraphs(SKG2020)providesaforum for researchers and practitioners from different fields such as Digital Libraries, Infor- mation Extraction, Machine Learning, Semantic Web, Knowledge Engineering, NLP, Scholarly Communication, and Bibliometrics that aims at exploring innovative solu- tions and ideas for the production and consumption of scientific knowledge graphs. SKG 2020 selected 3 full papers and 2 short papers out of 10 submissions, which corresponds to an acceptance rate of 50%. The workshop received submissions from authors of eight countries in four continents (Europe, Asia, America, Australia). The Second Workshop of BI & Big Data Applications (BBIGAP 2020) focuses on BIandbigdataapplications.BBIGAP2020aimsatprovidingaforumtodiscussrecent advancements,exchangeideas,andshareexperiencesonnewissuesandchallengesin BI and big data applications in several domains, mainly in humanities and social sciences but also in medicine and agriculture. BBIGAP 2020 received seven submis- sions, out of which three were accepted as full papers and one as a short paper, resulting in an acceptance rate of 50%. The IFIP 2.6 International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA 2020) aims at offering a unique opportunity to present new approaches and research results to researchers and practitioners working in business process data modeling, representation, and privacy-aware analysis. The Program Committee chairs of SIMPDA 2020 accepted two papers covering the topics of con- verting relational data into processable event logs and of comparing approaches using vector space modeling for trace profiling. The First International Workshop on Assessing Impact and Merit in Science (AIMinScience 2020) aims to bring academics, researchers, and other professionals from diverse fields together to share ideas and experiences about research assessment, relevant technologies, and applications. AIMinScience 2020 highlights the issues of developing reliable and comprehensive metrics and indicators of the scientific impact and merit of publications, data sets, research institutions, individual researchers, and other relevant entities. AIMinScience 2020 accepted for presentation two full papers and three short papers. The program of the workshop also included three invited talks by Dr. Roberta Sinatra (IT University of Copenhagen, Denmark), Prof. Yannis Manolopoulos(ProfessorandVice-RectoroftheOpenUniversityofCyprus,Cyprus), and Dr. Rodrigo Costas (Centre for Science and Technology Studies at Leiden University, The Netherlands) and one special session that presented the results of a hackathon. The ADBIS, TPDL, and EDA 2020 DC is a forum where PhD students from the database and digital library communities had a chance to present their research ideas. They could gain inspiration and receive feedback from their peers and senior researchers, and to tie cooperation bounds. The DC papers aimed at describing the current status of the thesis research. The DC Committee accepted five presentations, Preface vii twoofwhichwereincludedinthesatelliteeventsproceedings.Thetopicsdiscussedat the DC included data management, data analysis, social aspects of information tech- nologies, and digitization of cultural heritage. We would like to express our gratitude to every individual who contributed to the successofADBIS,TPDL,andEDA2020SatelliteEvents.Firstly,wethankallauthors for submitting their research papers to the different workshops and DC. However, we arealsoindebtedtothemembersofthecommunitywhoofferedtheirprecioustimeand expertise in performing various roles ranging from organizational to reviewing ones – theirefforts,energy,anddegreeofprofessionalismdeservethehighestcommendations. SpecialthankstotheProgramCommitteemembersandtheexternalreviewersfortheir support in evaluating the papers submitted to ADBIS, TPDL, and EDA 2020 Satellite Events,ensuringthequalityofthescientificprogram.Thanksalsotoallthecolleagues, secretaries, and engineers involved in the conference organization, as well as the workshoporganizers.Thecommitteeandlocalorganizersdidagreatjobmanagingthe review process and the conference, despite the COVID-19 pandemic. A special thank you to the members of the Steering Committee, in particular, its chair Yannis Manolopoulos, for all their help and guidance. Finally, we thank Springer for publishing the proceedings containing invited and research papers in the CCIS series. Different Program Committee works relied on EasyChair, and we thank its development team for creating and maintaining the soft- ware;itofferedgreatsupportthroughoutthedifferentphasesofthereviewingprocess. The conference would not have been possible without our supporters and sponsors: EricLaboratory;UniversitéLyon2;UniversitéLyon3;UniversitédeLyon;OnlyLyon; and CNI. Last, but not least, we thank the participants of the first online ADBIS, TPDL, and EDA 2020 Workshops and DC for sharing their works and presenting their achieve- ments, thus providing a lively, fruitful, and constructive forum, and giving us the pleasure of knowing that our work was purposeful. June 2020 Ladjel Bellatreche Mária Bieliková Omar Boussaïd Barbara Catania Jérôme Darmont Elena Demidova Fabien Duchateau Mark Hall Tanja Mercun Boris Novikov Christos Papatheodorou Thomas Risse Oscar Romero Lucile Sautot Guilaine Talens Robert Wrembel Maja Žumer Organization General Chair Jérôme Darmont Université Lumière Lyon 2, France Workshop Co-chairs Ladjel Bellatreche ISAE-ENSMA Poitiers, France Mária Bieliková Slovak University of Technology, Slovakia Christos Papatheodorou Ionian University, Greece Guilaine Talens Université Lyon 3, France Doctoral Consortium Co-chairs Barbara Catania University of Genoa, Italy Elena Demidova L3S Research Center, Germany Oscar Romero Universitat Politècnica de Catalunya, Spain Maja Zumer University of Ljubljana, Slovenia Proceedings Technical Editors Fadila Bentayeb Université Lyon 2, France Elöd Egyed-Zsigmond INSA Lyon, France Nadia Kabachi Université Lyon 1, France Local Organizing Committee Fadila Bentayeb Université Lyon 2, France Omar Boussaïd Université Lyon 2, France Jérôme Darmont Université Lyon 2, France Fabien Duchateau Université Lyon 1, France Elöd Egyed-Zsigmond INSA Lyon, France Mihaela Juganaru-Mathieu Ecole des Mines de Saint-Etienne, France Nadia Kabachi Université Lyon 1, France Omar Larouk ENSSIB Lyon, France Fabrice Muhlenbach Université de Saint-Etienne, France Habiba Osman Université Lyon 2, France Muriel Perez Université de Saint-Etienne, France Pegdwendé Sawadogo Université Lyon 2, France Guilaine Talens Université Lyon 3, France Caroline Wintergerst Université Lyon 3, France x Organization DOING 2020 – First Workshop on Intelligent Data - from Data to Knowledge Co-chairs Mirian Halfeld Ferrari Université d’Orléans, INSA CVL, LIFO EA, France Carmem S. Hara Universidade Federal do Paraná, Brazil Program Committee Cheikh Ba University of Gaston Berger, Senegal Javam de Castro Machado Universidade Federal do Ceará, Brazil Yi Chen New Jersey Institute of Technology, USA Laurent d’Orazio IRISA, Université de Rennes, France Vasiliki Foufi Division of Medical Information Sciences (SIMED), GenevaUniversityHospitals,UniversityofGeneva, Switzerland Michel Gagnon Polytechnique Montréal, Canada Sven Groppe University of Luebeck, Germany Jixue Liu University of South Australia, Australia Shuai Ma Beihang University, China Anne-Lyse Minard-Forst Université d’Orléans, France Damien Novel ERTIM, INALCO, France Fathia Sais LRI, Université Paris-Sud (Paris-Saclay), France Agata Savary LIFAT, Université de Tours, France Rebecca Schroeder Freitas UDESC, Universidade Estadual de Santa Catarina, Brazil Aurora Trinidad Ramirez Universidade Federal do Paraná, Brazil Pozo MADEISD 2020 – Modern Approaches in Data Engineering and Information System Design Co-chairs Ivan Lukovic University of Novi Sad, Serbia Slavica Kordić University of Novi Sad, Serbia Sonja Ristić University of Novi Sad, Serbia Program Committee Paulo Alves Instituto Politécnico de Bragança, Portugal Moharram Challenger University of Antwerp, Belgium Boris Delibasic University of Belgrade, Serbia Joao Miguel Lobo University of Minho, Portugal Fernandes Kresimir Fertalj University of Zagreb, Croatia Krzysztof Goczyla Gdańsk University of Technology, Poland
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