Data Analytics and Management in Data Intensive Domains: 20th International Conference, DAMDID/RCDL 2018, Moscow, Russia, October 9–12, 2018, Revised Selected Papers

217 Pages·2019·13.924 MB·English

by  Yannis Manolopoulos, Sergey Stupnikov

Yannis Manolopoulos
Sergey Stupnikov (Eds.)
Communications in Computer and Information Science 1003
Data Analytics
and Management
in Data Intensive Domains
20th International Conference, DAMDID/RCDL 2018
Moscow, Russia, October 9–12, 2018
Revised Selected Papers
123
Communications
in Computer and Information Science 1003
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Polytechnic Institute of Setúbal, Setúbal, Portugal
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Indian Statistical Institute, Kolkata, India
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St. Petersburg Institute for Informatics and Automation of the Russian
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University at Buffalo, The State University of New York, Buffalo, NY, USA
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More information about this series at http://www.springer.com/series/7899
Yannis Manolopoulos Sergey Stupnikov (Eds.)
(cid:129)
Data Analytics
and Management
in Data Intensive Domains
20th International Conference, DAMDID/RCDL 2018
–
Moscow, Russia, October 9 12, 2018
Revised Selected Papers
123
Editors
YannisManolopoulos Sergey Stupnikov
Open University of Cyprus FederalResearchCenter“ComputerScience
Latsia, Cyprus andControl”of RAS
Moscow,Russia
ISSN 1865-0929 ISSN 1865-0937 (electronic)
Communications in Computer andInformation Science
ISBN 978-3-030-23583-3 ISBN978-3-030-23584-0 (eBook)
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Leonid Kalinichenko
10.06.1937–17.07.2018
In July 2018 we lost a leading visionary scientist in the field of the database theory.
Leonid Kalinichenko is known in the scientific community for his pioneering works,
the scientific school he established, and the formation of two international scientific
conferences run for two decades each.
Leonid Kalinichenko’s entire life was devoted to computer science. In 1959 he
graduated from Kiev Polytechnic Institute and started his work at the Institute of
Cybernetics the Ukraine Academy of Sciences. In 1968 he received his Ph.D. degree
fromtheInstituteofCyberneticsthemainresultsofhisthesisweredevotedtodiscrete
eventssystemssimulation(languages,tools,applications),andin1969hemovedtothe
Institute for Electronic Control Machines, Moscow. Later, in 1985, he received his
Doctor of Sciences degree from the Lomonosov Moscow State University. The thesis
wasdevotedtomethodsandtoolsofheterogeneous databasesintegration.Inthesame
year he became the head of a department at the Institute of Informatics Problems,
Academy of Sciences of the USSR, which is now the Federal Research Center
“Computer Science and Control” of the Russian Academy of Sciences (FRC CSC
RAS).
In1978 Leonidjoined thefacultyof theLomonosov MoscowState University and
in 1990 he became Professor of the Department of Computational Mathematics and
Cybernetics. He taught courses on object-oriented databases and distributed object
technologies. He is an author of ten books, and more than 200 research papers in
journals and conference proceedings. His research interests included interoperable
heterogeneous information resource integration and mediation, semantic interoper-
ability, compositional development of information systems, middleware architectures,
and digital libraries.
Severalsignificantprogramsystemsweredevelopedunderhissupervision:discrete
eventsystemsimulationSLANG(1969),embeddingofsimulationsystemsintovarious
programming systems SKIF (1977), heterogeneous database integration (1984), com-
positionaldevelopmentofinteroperableinformationsystems(2001),subjectmediation
middleware for scientific problem solving over distributed information resources
vi LeonidKalinichenko
(2010). Investigations on methods and tools for heterogeneous information resources
integrationapplyingsubjectmediationmethodologysupportedbyformalspecification
andverificationwereembracedbytheframeworkprojectcalledSYNTHESIS.In1986
Leonid Kalinichenko was awarded the USSR State Prize in the Field of Science and
Technologyforhisworksonsystemsimulation.In2010hebecameHonoredScientist
of the Russian Federation.
For several decades Leonid Kalinichenko took an active part in facilitation of
research in the field of databases. From 1974 he was the Deputy Chairman of the
Working Group on Software for Data Banks under the USSR State Committee on
Science and Technology. He initiated the creation of the Moscow ACM SIGMOD
Chapterin1992andbecamethepermanentchairofthechapter.Themonthlyscientific
seminar of the chapter has operated since the chapter creation until the present time.
The 200 seminar meetings significantly influenced the Russian community on data-
bases and information systems.
He successfully formed several international conferences including the European
ConferenceonAdvancesinDatabasesandInformationSystems(ADBIS)in1993and
Russian Conference on Digital Libraries (RCDL) in 1999. Leonid Kalinichenko acted
as the permanent chair of the Steering Committees of the conferences as well as chair
(co-chair) of the Program Committees of many conferences.
In the last few years his activities and works were devoted to problem solving in
dataintensivedomains.During2013–2016heinitiatedseveralresearchprojectsaimed
at conceptual modeling and data integration within distributed computational
infrastructures.
In 2015 he initiated the transformation of the RCDL conference into the Interna-
tional Conference on Data Analytics and Management in Data Intensive Domains
(DAMDID)—a multidisciplinary forum of researchers and practitioners from various
domains of science and research promoting the cooperation and exchange of ideas in
the area of data analysis and management in data-intensive domains. The conference
became a place for discussions on data access, analysis and management problems in
astronomy, neurology, genomics, material science, biology.
In 2015 he also organized a master program entitled “Big data: infrastructures and
methods for problem solving” at the Department of Computational Mathematics and
Cybernetics, Lomonosov Moscow State University to attract students in the field of
multidisciplinary data analysis and management.
Leonid was a great scientist with a surprisingly deep knowledge of the state of the
art in his field of science, understanding the urgent directions of the development of
science. But he was also a real scientific driver of the research team he led at the
Institute of Informatics Problems, a driver of conferences he established and scientific
groups he contacted.
Leonid Kalinichenko vii
Leonid’s passing away is a huge loss for the scientific community, his family, his
colleagues and his friends.
Igor Sokolov
Yannis Manolopoulos
Vladimir Sukhomin
Victor Zakharov
Nikolay Kolchanov
Arkady Avramenko
Pavel Braslavsky
Vasily Bunakov
Alexander Elizarov
Alexander Fazliev
Alexei Klimentov
Mikhail Kogalovsky
Vladimir Korenkov
Mikhail Kuzminski
Sergey Kuznetsov
Vladimir Litvine
Archil Maysuradze
Oleg Malkov
Alexander Marchuk
Igor Nekrestjanov
Boris Novikov
Nikolay Podkolodny
Aleksey Pozanenko
Vladimir Serebryakov
Yury Smetanin
Vladimir Smirnov
Sergey Stupnikov
Konstantin Vorontsov
Viacheslav Wolfengagen
Preface
This CCIS volume published by Springer contains the proceedings of the XX Inter-
national Conference Data Analytics and Management in Data-Intensive Domains
(DAMDID/RCDL 2018) that took place during October 9–12 in the Lomonosov
Moscow State University at the Department of Computational Mathematics and
Cybernetics. The conference was dedicated to the memory of its founder, Leonid
Kalinichenko, who passed away on July 17, 2018.
The DAMDID is planned as a multidisciplinary forum of researchers and practi-
tioners from various domains of science and research, promoting cooperation and
exchange of ideas in the area of data analysis and management in domains driven by
data-intensiveresearch.Approachestodataanalysisandmanagementbeingdeveloped
in specific data-intensive domains (DID) of X-informatics (such as X = astro, bio,
chemo, geo, med, neuro, physics, chemistry, material science etc.), social sciences, as
well as in various branches of informatics, industry, new technologies, finance and
business are expected to contribute to the conference content.
Traditionally DAMDID/RCDL proceedings are published locally before the
conference as a collection of full texts of all contributions accepted by the Program
Committee: regular and short papers, abstracts of posters and demos. Soon after the
conference, the texts of regular papers presented at the conference are submitted for
online publishing in a volume of the European repository of the CEUR Workshop
Proceedings, as well as for indexing the volume content in DBLP and Scopus. Since
2016 a DAMDID/RCDL volume of post-conference proceedings with up to one third
of the submitted papers that have been previously published in CEUR Workshop
Proceedings have been published by Springer in their Communications in Computer
and Information Science (CCIS) series. Each paper selected for the CCIS
post-conference volume should be modified as follows: the title of each paper should
be a new one; the paper should be significantly extended (with at least 30 per cent of
new content); the paper should refer to its original version in CEUR Workshop
Proceedings.
The program of DAMDID/RCDL 2018 alongside the traditional data management
topics reflects a rapid move into the direction of data science and data-intensive
analytics.
The Workshop on FAIR Data and European Open Science Cloud (EOSC) consti-
tuting the first day of the conference on October 9 included four sessions. The first
session devoted to FAIR (Findable, Accessible, Interoperable, Reusable) data princi-
plesintherealmofopenscienceincludedinvitedtalksbyMichelSchouppe(European
Commission, Directorate-General for Research and Innovation) and Simon Hodson
(Executive Director of CODATA). Michel Schouppe considered the relevance of
EOSC and FAIR and phases of implementing the EOSC, while Simon Hodson over-
viewedFAIRData,FAIRServicesandtheFAIRdataactionplan.Thesecondsection
devoted to FAIR platforms and interoperability included invited talks by Ari Asmi
x Preface
(IntegratedCarbonObservationSystemERIC),SergeyStupnikov(FRCCSCRAS)and
NikolaySkvortsov(FRCCSCRAS).AriAsmidiscussedbuildingFAIRenvironmental
services platforms in Europe, Sergey Stupnikov presented FAIR data based on
extensible unifying data model development, and Nikolay Skvortsov considered data
interoperability and reuse among heterogeneous scientific communities. The third
sessiondevotedtoFAIRimplementationissuesandactivitiesincludedinvitedtalksby
Peter Wittenburg (Max Planck Computing and Data Facility), Erik Schultes (Leiden
University Medical Centre, GO FAIR International Support and Coordination Office)
and Damien Lecarpentier (CSC-IT Center for Science). Peter Wittenburg discussed
digital objects as a concept to help implement FAIR and EOSC, Erik Schultes con-
sideredacceleratingconvergencetoanInternetofFAIRdataandservices,andDamien
Lecarpentier overviewed FAIR activities within the various EOSC-funded initiatives.
Thefourthsessionwasapanelondataaccesschallengesfordata-intensiveresearchin
Russia andEOSCwhereexpertsfromdifferent regionsanddisciplineshadthechance
todiscussthecurrentstateandfutureoftheFAIRactionplanandtheEOSCinitiative,
present their views and contributions, and discuss active participation.
The conference Program Committee reviewed 54 submissions for the conference
andeightsubmissionsforthePhDworkshop.ForthePhDworkshopsevenpaperswere
acceptedandonewasrejected.Fortheconference24submissionswereacceptedasfull
papers, 18 as short papers, five as posters, whereas 12 submissions were rejected.
According to the conference program, these 47 oral presentations were structured into
14 sessions including Internet of Things and Cognitive Systems, Data Integration and
Data Analysis, Knowledge Representation, Ontologies and Applications, Data Anal-
ysis and Applications, Conceptual and Data Models, Advanced Data Analysis Meth-
ods,DataAnalysisinAstronomy,TextSearchandProcessing,DistributedComputing
andApplicationsofMachineLearning,ResearchDataInfrastructures,andInformation
Extraction from Text.
Although most of the presentations were dedicated to the results of projects con-
ducted in the research organizations based in the Russian Federation including
Chelyabinsk, Ekaterinburg, Kazan, Moscow, Novosibirsk, Obninsk, St. Petersburg,
Tomsk, Tver, Ulyanovsk, the conference has acquired features of internationalization.
Thismoveiswitnessedby13talks(sixofthemwereinvited)preparedbywell-known
foreign researchers from such countries as Armenia (Yerevan), Belgium (Brussels),
Germany (Munich, Hamburg, Kiel), Great Britain (Harwell), Hungary (Budapest),
Finland (Espoo, Helsinki), France (Paris), Kazakhstan (Almaty), The Netherlands
(Leiden).
Fortheproceedings,12paperswereselectedbytheProgramCommittee(ninepeer
reviewed and three invited papers) and after careful editing they formed the content
of the post-conference volume structured into seven sections including FAIR Data
Infrastructures, Interoperability and Reuse (three papers), Knowledge Representation
(one paper), Data Models (one paper), Data Analysis in Astronomy (one paper), Text
Search and Processing (two papers), Distributed Computing (one paper), Information
Extraction from Text (three papers).
ThechairsofProgramCommitteeexpresstheirgratitudetotheProgramCommittee
membersforcarryingoutthereviewingofthesubmissionsandselectionofthepapers
forpresentation,totheauthorsofthesubmissions,aswellastotheRussianFoundation