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<span class="CEURVOLNR">Vol-XXX</span> <br>
<span class="CEURURN">urn:nbn:de:0074-XXX-C</span>
<p class="unobtrusive copyright" style="text-align: justify">Copyright &copy; 2021 for 
the individual papers by the papers' authors. 
Copyright &copy; <span class="CEURPUBYEAR">2021</span> for the volume
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<a href="https://en.misis.ru/university/colleges/sound/thermochemistry/damdid/"><img src="DAMDID-logo.png" alt="[DAMDID]" style="border: 0"></a>
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<h1><a href="https://en.misis.ru/university/colleges/sound/thermochemistry/damdid/"><span class="CEURVOLACRONYM">DAMDID/RCDL 2021</span></a><br>
<span class="CEURVOLTITLE">Data Analytics and Management in Data Intensive Domains 2021</span></h1>
<br>

<h3>
<span class="CEURFULLTITLE">Supplementary Proceedings of the XXIII International Conference on
Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2021)</span><br>
</h3>
<h3><span class="CEURLOCTIME">Moscow, Russia, October 26-29, 2021</span>.</h3> 
<br>
<b> Edited by </b>
<p>

</p>
<h3>
   <a href="https://www.hse.ru/org/persons/210544110"><span class="CEURVOLEDITOR">Alexei Pozanenko</span></a> *<br>
   <a href="https://synthesis.frccsc.ru/synthesis/staff/ssa.html"><span class="CEURVOLEDITOR">Sergey Stupnikov</span></a> **<br>
   <a href="https://bernhard-thalheim.de/"><span class="CEURVOLEDITOR">Bernhard Thalheim</span></a> ***<br>
   <a href="https://uc3m.academia.edu/EvaM%C3%A9ndez/"><span class="CEURVOLEDITOR">Eva Mendez</span></a> ****<br>
   <a href="http://smlab.imet.ac.ru/ncd-0-3-6/info.html"><span class="CEURVOLEDITOR">Nadezhda Kiselyova</span></a> *****<br>

</h3>

* <a href="https://iki.cosmos.ru/">Space Research Institute of the Russian Academy of Sciences and National Research University Higher School of Economics</a>,
  Moscow, Russia<br>
** <a href="https://www.frccsc.ru/">Federal Research Center “Computer Science and Control” of the Russian Academy of Sciences</a>,
   Moscow, Russia<br>
*** <a href="https://www.uni-kiel.de/en/">University of Kiel</a>,
  Germany<br>
**** <a href="https://www.uc3m.es/Home">Universidad Carlos III de Madrid</a>,
  Spane<br>
***** <a href="http://www.imet.ac.ru/">A. A. Baikov Institute of Metallurgy and Materials Science of RAS (IMET RAS)</a>,
  Moscow, Russia<br>

 
<hr>

<br><br><br>


<div class="CEURTOC">
<h2> Table of Contents </h2>

<ul>
<li id="xpreface">
<A href="xpreface.pdf">Preface</A><BR>
Summary: There were <span class="CEURSUBMITTEDPAPERS">63</span> papers submitted for peer-review to this conference. Out of these, 
<span class="CEURACCEPTEDPAPERS">33</span> papers were accepted for this volume, 
<span class="CEURACCEPTEDREGULARPAPERS">25</span> as regular papers and
<span class="CEURACCEPTEDSHORTPAPERS">8</span> as short papers.
The volume also includes 3 keynote abstracts.
</li>
<li id="xcommittees">
<A href="xcommittees.pdf">DAMDID/RCDL 2021 Committees</A><BR><BR>
</li>
</ul>
<BR>


<h3><span class="CEURSESSION">Keynotes</span></h3>

<ul>

<li id="keynote01"><a href="keynote01.pdf">
<span class="CEURTITLE">Construction of Integrated Materials Data System for Data-driven Materials Research (keynote abstract)</span></a> 
<span class="CEURPAGES">1</span> <br>
<span class="CEURAUTHOR">Yibin Xu</span>
</li>


<li id="keynote02"><a href="keynote02.pdf">
<span class="CEURTITLE">The Role of the Human Expert in the Era of Big Data (keynote abstract)</span></a> 
<span class="CEURPAGES">2</span> <br>
<span class="CEURAUTHOR">Emille E. O. Ishida</span>
</li>

<li id="keynote03"><a href="keynote03.pdf">
<span class="CEURTITLE">Developing a workforce to support research reliant on data and compute (keynote extended abstract)</span></a> 
<span class="CEURPAGES">3-9</span> <br>
<span class="CEURAUTHOR">Andrew Turpin</span>, 
<span class="CEURAUTHOR">Paul Gruba</span>
</li>


</ul>


<h3><span class="CEURSESSION">Conceptual modeling, Data Integration, Ontologies and Applications</span></h3>

<ul>
<li id="paper01"><a href="paper01.pdf">
<span class="CEURTITLE">Towards A Concept of Needs-Based Augmented Reality</span></a> 
<span class="CEURPAGES">10-25</span> <br>
<span class="CEURAUTHOR">Manal A. Yahya</span>,
<span class="CEURAUTHOR">Ajantha Dahanayake</span>
</li>

<li id="paper02"><a href="paper02.pdf">
<span class="CEURTITLE">Prospects for the Evolution of the Russian Segment of the Virtual Atomic and Molecular Data Center</span></a> 
<span class="CEURPAGES">26-38</span> <br>
<span class="CEURAUTHOR">Alexey Akhlyostin</span>, 
<span class="CEURAUTHOR">Nikolay Lavrentiev</span>, 
<span class="CEURAUTHOR">Alexey Privezetsev</span>,
<span class="CEURAUTHOR">Alexander Z. Fazliev</span>
</li>

<li id="paper03"><a href="paper03.pdf">
<span class="CEURTITLE">On a  Conceptual Data Model with Orientation to Data Integration</span></a> 
<span class="CEURPAGES">39-53</span> <br>
<span class="CEURAUTHOR">Manuk G. Manukyan</span>
</li>

<li id="paper04"><a href="paper04.pdf">
<span class="CEURTITLE">Towards a Recommender System for the Choice of UDC Code for Mathematical Articles (short paper) </span></a> 
<span class="CEURPAGES">54-62</span> <br>
<span class="CEURAUTHOR">Olga Nevzorova</span>, 
<span class="CEURAUTHOR">Damir Almukhametov</span>
</li>


</ul>


<h3><span class="CEURSESSION">Problem Solving Architectures and Infrastructures, Experiment Organization</span></h3>

<ul>
<li id="paper05"><a href="paper05.pdf">
<span class="CEURTITLE">A Survey of Big Data Pipeline Orchestration Tools from the
Perspective of the DataCloud Project</span></a> 
<span class="CEURPAGES">63-78</span> <br>
<span class="CEURAUTHOR">Mihhail Matskin</span>, 
<span class="CEURAUTHOR">Shirin Tahmasebi</span>, 
<span class="CEURAUTHOR">Amirhossein Layegh</span>, 
<span class="CEURAUTHOR">Amir H. Payberah</span>,
<span class="CEURAUTHOR">Aleena Thomas</span>, 
<span class="CEURAUTHOR">Nikolay Nikolov</span>, 
<span class="CEURAUTHOR">Dumitru Roman</span>
</li>

<li id="paper06"><a href="paper06.pdf">
<span class="CEURTITLE"> A FAIR Problem-Solving Lifecycle Architecture</span></a> 
<span class="CEURPAGES">79-93</span> <br>
<span class="CEURAUTHOR">Nikolay A. Skvortsov</span>
</li>

<li id="paper07"><a href="paper07.pdf">
<span class="CEURTITLE">Comparison of Data-Driven Approaches to Modeling Complex Behavior of 2D Liquid Simulator  </span></a> 
<span class="CEURPAGES">94-109</span> <br>
<span class="CEURAUTHOR">Dmitry Kovalev</span>, 
<span class="CEURAUTHOR">Dmitry Khliustov</span>, 
<span class="CEURAUTHOR">Sergey Safonov</span>
</li>

<li id="paper08"><a href="paper08.pdf">
<span class="CEURTITLE">On the Development of a Pipeline for Processing Hydrometeorological Data</span></a> 
<span class="CEURPAGES">110-119</span> <br>
<span class="CEURAUTHOR">Evgenii D. Viazilov</span>, 
<span class="CEURAUTHOR">Denis A. Melnikov</span>, 
<span class="CEURAUTHOR">Alexander S. Mikheev</span>
</li>


</ul>


<h3><span class="CEURSESSION"> Machine Learning Applications </span></h3>

<ul>
<li id="paper09"><a href="paper09.pdf">
<span class="CEURTITLE">Predicting the Increase in Postoperative Motor Deficits in Patients with Supratentorial Gliomas Using Machine Learning Methods  </span></a> 
<span class="CEURPAGES">120-133</span> <br>
<span class="CEURAUTHOR"> Alexandra Kosyrkova</span>, 
<span class="CEURAUTHOR"> Eugene Ilyushin</span>, 
<span class="CEURAUTHOR"> Daniel Saada</span>,
<span class="CEURAUTHOR"> Ramin Afandiev</span>, 
<span class="CEURAUTHOR"> Alexander Baev</span>, 
<span class="CEURAUTHOR"> Eudard Pogosbekyan</span>,
<span class="CEURAUTHOR"> Vladimir Okhlopkov</span>, 
<span class="CEURAUTHOR"> Gleb Danilov</span>, 
<span class="CEURAUTHOR"> Artem Batalov</span>,
<span class="CEURAUTHOR"> Igor Pronin</span>, 
<span class="CEURAUTHOR"> Natalia Zakharova</span>, 
<span class="CEURAUTHOR"> Anna Ogurtsova</span>,
<span class="CEURAUTHOR"> Alexander Kravchuck</span>,
<span class="CEURAUTHOR"> David Pitskhelauri</span>, 
<span class="CEURAUTHOR"> Alexander Potapov</span>, 
<span class="CEURAUTHOR"> Sergey Goryaynov</span>
 </li>

<li id="paper10"><a href="paper10.pdf">
<span class="CEURTITLE"> The Analysis of Trajectories in Moscow Subway </span></a> 
<span class="CEURPAGES">134-146</span> <br>
<span class="CEURAUTHOR">Mariia Nekraplonna</span>, 
<span class="CEURAUTHOR">Dmitry Namiot</span>
</li>

<li id="paper11"><a href="paper11.pdf">
<span class="CEURTITLE"> Multi-Modal Human Cognitive State Recognition
during Reading </span></a> 
<span class="CEURPAGES">147-157</span> <br>
<span class="CEURAUTHOR"> Nikita Filimonov</span>
</li>

</ul>

<h3><span class="CEURSESSION"> Advanced Data Analysis Methods</span></h3>

<ul>
<li id="paper12"><a href="paper12.pdf">
<span class="CEURTITLE">Evolutionary Approach to Multimodal
Clustering on Formal Contexts  </span></a> 
<span class="CEURPAGES">158-173</span> <br>
<span class="CEURAUTHOR">Mikhail Bogatyrev</span>, 
<span class="CEURAUTHOR"> Sergey Dvoenko</span>, 
<span class="CEURAUTHOR"> Dmitry Orlov</span>,
<span class="CEURAUTHOR"> Tatyana Shestaka</span>
</li>

<li id="paper13"><a href="paper13.pdf">
<span class="CEURTITLE"> Distances Parameterized by Size: Models and
Adaptation Techniques </span></a> 
<span class="CEURPAGES">174-186</span> <br>
<span class="CEURAUTHOR">Archil Maysuradze</span>, 
<span class="CEURAUTHOR"> Daria Petrenko</span>
</li>

<li id="paper14"><a href="paper14.pdf">
<span class="CEURTITLE"> Models of Decision Making with Limited Volume of Processed Information </span></a> 
<span class="CEURPAGES">187-196</span> <br>
<span class="CEURAUTHOR">Vladimir I. Budzko</span>, 
<span class="CEURAUTHOR">Mihail A. Gorelov</span>, 
<span class="CEURAUTHOR"> Felix I. Ereshko</span>
</li>



</ul>


<h3><span class="CEURSESSION"> Data Analysis in Astronomy </span></h3>

<ul>
<li id="paper15"><a href="paper15.pdf">
<span class="CEURTITLE"> Host Galaxies of Cosmic Gamma-Ray Bursts </span></a> 
<span class="CEURPAGES">197-212</span> <br>
<span class="CEURAUTHOR">Alina Volnova</span>, 
<span class="CEURAUTHOR">Aleхei Pozanenko</span>, 
<span class="CEURAUTHOR">Sergei Belkin </span>
</li>

<li id="paper16"><a href="paper16.pdf">
<span class="CEURTITLE"> Star Clusters, Planets, Asteroids and Comets in the Light of Big Data </span></a> 
<span class="CEURPAGES">213-226</span> <br>
<span class="CEURAUTHOR">Maria Sizova</span>, 
<span class="CEURAUTHOR">Sergei Vereshchagin</span>, 
<span class="CEURAUTHOR"> Aleksandr Tutukov</span>,
<span class="CEURAUTHOR">Andrei Fionov</span>
</li>

<li id="paper17"><a href="paper17.pdf">
<span class="CEURTITLE"> Clustering Stellar Pairs to Detect Extended Stellar Structures (short paper) </span></a> 
<span class="CEURPAGES">227-234</span> <br>
<span class="CEURAUTHOR"> Sergey Sapozhnikov</span>
</li>



</ul>


<h3><span class="CEURSESSION"> Ontologies, Databases and Data Analysis in Materials Science </span></h3>

<ul>
<li id="paper18"><a href="paper18.pdf">
<span class="CEURTITLE"> Implementation of Materials Data Integration using Ontology (short paper) </span></a> 
<span class="CEURPAGES">235-239</span> <br>
<span class="CEURAUTHOR">Toshihiro Ashino</span>, 
<span class="CEURAUTHOR"> Nobutaka Nishikawa</span>, 
<span class="CEURAUTHOR"> Takuya Kadohira</span>, 
<span class="CEURAUTHOR"> Masahiko Demura</span>
</li>

<li id="paper19"><a href="paper19.pdf">
<span class="CEURTITLE"> Molecular and Materials Basic Ontology: Development and
First Steps</span></a> 
<span class="CEURPAGES">240-249</span> <br>
<span class="CEURAUTHOR">Fabio Le Piane</span>, 
<span class="CEURAUTHOR"> Matteo Baldoni</span>, 
<span class="CEURAUTHOR">Mauro Gaspari</span>, 
<span class="CEURAUTHOR">Francesco Mercuri</span>
</li>

<li id="paper20"><a href="paper20.pdf">
<span class="CEURTITLE"> Searching for an Optimal Data Platform for Relevant Information Search in Inorganic Chemistry and Materials Science</span></a> 
<span class="CEURPAGES">250-264</span> <br>
<span class="CEURAUTHOR"> Victor A. Dudarev</span>, 
<span class="CEURAUTHOR"> Sergey S. Babikov</span>
</li>

<li id="paper21"><a href="paper21.pdf">
<span class="CEURTITLE"> Metadata Schema to support FAIR Data in
Scanning Electron Microscopy </span></a> 
<span class="CEURPAGES">265-277</span> <br>
<span class="CEURAUTHOR">Reetu Joseph</span>, 
<span class="CEURAUTHOR"> Aditya Chauhan</span>, 
<span class="CEURAUTHOR"> Catriona Eschke</span>,
<span class="CEURAUTHOR"> Ahmad Zainul Ihsan</span>, 
<span class="CEURAUTHOR"> Mehrdad Jalali</span>, 
<span class="CEURAUTHOR"> Ute Jäntsch</span>,
<span class="CEURAUTHOR"> Nicole Jung</span>, 
<span class="CEURAUTHOR"> C. N. Shyam Kumar</span>, 
<span class="CEURAUTHOR"> Christian Kubel</span>,
<span class="CEURAUTHOR"> Christian Lucas</span>, 
<span class="CEURAUTHOR"> Matthias Mail</span>, 
<span class="CEURAUTHOR"> Andrey Mazilkin</span>,
<span class="CEURAUTHOR"> Charlotte Neidiger</span>, 
<span class="CEURAUTHOR"> Mirco Panighel</span>, 
<span class="CEURAUTHOR"> Stefan Sandfeld</span>,
<span class="CEURAUTHOR"> Rainer Stotzka</span>, 
<span class="CEURAUTHOR"> Richard Thelen</span>, 
<span class="CEURAUTHOR"> Rossella Aversa</span>
</li>

<li id="paper22"><a href="paper22.pdf">
<span class="CEURTITLE"> Usage of Robust Regression for Approximation
of Thermodynamic Data (short paper)</span></a> 
<span class="CEURPAGES">278-284</span> <br>
<span class="CEURAUTHOR">Alexey L. Voskov</span>
</li>

</ul>


<h3><span class="CEURSESSION"> Information Extraction from Texts </span></h3>

<ul>
<li id="paper23"><a href="paper23.pdf">
<span class="CEURTITLE">Domain-specific Taxonomy Enrichment  Based on Meta-Embeddings</span></a> 
<span class="CEURPAGES">285-298</span> <br>
<span class="CEURAUTHOR">Mikhail Tikhomirov</span>, 
<span class="CEURAUTHOR">Natalia V. Loukachevitch</span> 
<span class="CEURAUTHOR"> </span>
</li>

<li id="paper24"><a href="paper24.pdf">
<span class="CEURTITLE">Extracting Sentiments towards COVID-19 Aspects  </span></a> 
<span class="CEURPAGES">299-312</span> <br>
<span class="CEURAUTHOR">Eduard Nugamanov</span>, 
<span class="CEURAUTHOR">Natalia Loukachevitch</span>, 
<span class="CEURAUTHOR"> Boris Dobrov</span>
</li>

<li id="paper25"><a href="paper25.pdf">
<span class="CEURTITLE"> An Approach to Processing News Text Messages Based on Markeme Analysis </span></a> 
<span class="CEURPAGES">313-324</span> <br>
<span class="CEURAUTHOR">Alexander Sychev</span>
</li>

<li id="paper26"><a href="paper26.pdf">
<span class="CEURTITLE"> Search Query Extension Semantics</span></a> 
<span class="CEURPAGES">325-339</span> <br>
<span class="CEURAUTHOR"> Olga Ataeva</span>, 
<span class="CEURAUTHOR"> Vladimir Serebryakov</span>, 
<span class="CEURAUTHOR"> Natalia Tuchkova</span>
</li>


<li id="paper27"><a href="paper27.pdf">
<span class="CEURTITLE"> Development of Methods for Extracting Information from Pharmacy Line Using Conditional Random Fields (short paper) </span></a> 
<span class="CEURPAGES">340-348</span> <br>
<span class="CEURAUTHOR">Alexey I. Molodchenkov</span>, 
<span class="CEURAUTHOR">Artem A. Nikolaev</span>, 
<span class="CEURAUTHOR"> Evgenia A. Mitrokhina</span>
</li>


</ul>


<h3><span class="CEURSESSION"> Scientific, Educational, and Literary Texts Analysis </span></h3>

<ul>
<li id="paper28"><a href="paper28.pdf">
<span class="CEURTITLE"> Development of Lexico-Syntactic Ontology Design Patterns for Information Extraction of Scientific Data </span></a> 
<span class="CEURPAGES">349-361</span> <br>
<span class="CEURAUTHOR">Kristina Ovchinnikova</span>, 
<span class="CEURAUTHOR">Irina Kononenko</span>, 
<span class="CEURAUTHOR">Elena Sidorova</span>
</li>

<li id="paper29"><a href="paper29.pdf">
<span class="CEURTITLE"> Dask-Based efficient Clustering of Educational
Texts </span></a> 
<span class="CEURPAGES">362-376</span> <br>
<span class="CEURAUTHOR">Fail Gafarov</span>, 
<span class="CEURAUTHOR"> Dmitriy Minullin</span>, 
<span class="CEURAUTHOR">Viliuza Gafarova</span>
</li>

<li id="paper30"><a href="paper30.pdf">
<span class="CEURTITLE"> Cognitive Processes in Generating and Restoring Elliptical Sentences (short paper) </span></a> 
<span class="CEURPAGES">377-386</span> <br>
<span class="CEURAUTHOR"> Xenia Naidenova</span>
</li>

<li id="paper31"><a href="paper31.pdf">
<span class="CEURTITLE"> Analyzing the Cultural Universals of the Folklore
of Peoples of Siberia and the Far East</span></a> 
<span class="CEURPAGES">387-401</span> <br>
<span class="CEURAUTHOR">Anna Grinevich</span>, 
<span class="CEURAUTHOR"> Alexey Sery</span>
</li>

<li id="paper32"><a href="paper32.pdf">
<span class="CEURTITLE"> Using a Decision Tree to Identify Non-uniform
Fragments in a Text (short paper) </span></a> 
<span class="CEURPAGES">402-410</span> <br>
<span class="CEURAUTHOR">Aleksandr Rogov</span>, 
<span class="CEURAUTHOR"> Kirill Kulakov</span>, 
<span class="CEURAUTHOR"> Nikolai Moskin</span>, 
<span class="CEURAUTHOR">Roman Abramov</span>
</li>

<li id="paper33"><a href="paper33.pdf">
<span class="CEURTITLE"> Technological Features of Cross-Language Migration from PHP to Python of Software Products Working with Intensive Data</span></a> 
<span class="CEURPAGES">411-421</span> <br>
<span class="CEURAUTHOR"> Vladimir Barakhnin</span>, 
<span class="CEURAUTHOR"> Olga Kozhemyakina</span>, 
<span class="CEURAUTHOR"> Artem Revun</span>, 
<span class="CEURAUTHOR"> Natali Shashok</span>
</li>


</ul>




</div>


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