DAMDID/RCDL 2021
Data Analytics and Management in Data Intensive Domains 2021

Table of Contents

• Preface
  Summary: There were 63 papers submitted for peer-review to this conference. Out of these, 33 papers were accepted for this volume, 25 as regular papers and 8 as short papers. The volume also includes 3 keynote abstracts.
• DAMDID/RCDL 2021 Committees
  
  

Keynotes

• Construction of Integrated Materials Data System for Data-driven Materials Research (keynote abstract) 1
  Yibin Xu
• The Role of the Human Expert in the Era of Big Data (keynote abstract) 2
  Emille E. O. Ishida
• Developing a workforce to support research reliant on data and compute (keynote extended abstract) 3-9
  Andrew Turpin, Paul Gruba

Conceptual modeling, Data Integration, Ontologies and Applications

• Towards A Concept of Needs-Based Augmented Reality 10-25
  Manal A. Yahya, Ajantha Dahanayake
• Prospects for the Evolution of the Russian Segment of the Virtual Atomic and Molecular Data Center 26-38
  Alexey Akhlyostin, Nikolay Lavrentiev, Alexey Privezetsev, Alexander Z. Fazliev
• On a Conceptual Data Model with Orientation to Data Integration 39-53
  Manuk G. Manukyan
• Towards a Recommender System for the Choice of UDC Code for Mathematical Articles (short paper) 54-62
  Olga Nevzorova, Damir Almukhametov

Problem Solving Architectures and Infrastructures, Experiment Organization

• A Survey of Big Data Pipeline Orchestration Tools from the Perspective of the DataCloud Project 63-78
  Mihhail Matskin, Shirin Tahmasebi, Amirhossein Layegh, Amir H. Payberah, Aleena Thomas, Nikolay Nikolov, Dumitru Roman
• A FAIR Problem-Solving Lifecycle Architecture 79-93
  Nikolay A. Skvortsov
• Comparison of Data-Driven Approaches to Modeling Complex Behavior of 2D Liquid Simulator 94-109
  Dmitry Kovalev, Dmitry Khliustov, Sergey Safonov
• On the Development of a Pipeline for Processing Hydrometeorological Data 110-119
  Evgenii D. Viazilov, Denis A. Melnikov, Alexander S. Mikheev

Machine Learning Applications

• Predicting the Increase in Postoperative Motor Deficits in Patients with Supratentorial Gliomas Using Machine Learning Methods 120-133
  Alexandra Kosyrkova, Eugene Ilyushin, Daniel Saada, Ramin Afandiev, Alexander Baev, Eudard Pogosbekyan, Vladimir Okhlopkov, Gleb Danilov, Artem Batalov, Igor Pronin, Natalia Zakharova, Anna Ogurtsova, Alexander Kravchuck, David Pitskhelauri, Alexander Potapov, Sergey Goryaynov
• The Analysis of Trajectories in Moscow Subway 134-146
  Mariia Nekraplonna, Dmitry Namiot
• Multi-Modal Human Cognitive State Recognition during Reading 147-157
  Nikita Filimonov

Advanced Data Analysis Methods

• Evolutionary Approach to Multimodal Clustering on Formal Contexts 158-173
  Mikhail Bogatyrev, Sergey Dvoenko, Dmitry Orlov, Tatyana Shestaka
• Distances Parameterized by Size: Models and Adaptation Techniques 174-186
  Archil Maysuradze, Daria Petrenko
• Models of Decision Making with Limited Volume of Processed Information 187-196
  Vladimir I. Budzko, Mihail A. Gorelov, Felix I. Ereshko

Data Analysis in Astronomy

• Host Galaxies of Cosmic Gamma-Ray Bursts 197-212
  Alina Volnova, Aleхei Pozanenko, Sergei Belkin
• Star Clusters, Planets, Asteroids and Comets in the Light of Big Data 213-226
  Maria Sizova, Sergei Vereshchagin, Aleksandr Tutukov, Andrei Fionov
• Clustering Stellar Pairs to Detect Extended Stellar Structures (short paper) 227-234
  Sergey Sapozhnikov

Ontologies, Databases and Data Analysis in Materials Science

• Implementation of Materials Data Integration using Ontology (short paper) 235-239
  Toshihiro Ashino, Nobutaka Nishikawa, Takuya Kadohira, Masahiko Demura
• Molecular and Materials Basic Ontology: Development and First Steps 240-249
  Fabio Le Piane, Matteo Baldoni, Mauro Gaspari, Francesco Mercuri
• Searching for an Optimal Data Platform for Relevant Information Search in Inorganic Chemistry and Materials Science 250-264
  Victor A. Dudarev, Sergey S. Babikov
• Metadata Schema to support FAIR Data in Scanning Electron Microscopy 265-277
  Reetu Joseph, Aditya Chauhan, Catriona Eschke, Ahmad Zainul Ihsan, Mehrdad Jalali, Ute Jäntsch, Nicole Jung, C. N. Shyam Kumar, Christian Kubel, Christian Lucas, Matthias Mail, Andrey Mazilkin, Charlotte Neidiger, Mirco Panighel, Stefan Sandfeld, Rainer Stotzka, Richard Thelen, Rossella Aversa
• Usage of Robust Regression for Approximation of Thermodynamic Data (short paper) 278-284
  Alexey L. Voskov

Information Extraction from Texts

• Domain-specific Taxonomy Enrichment Based on Meta-Embeddings 285-298
  Mikhail Tikhomirov, Natalia V. Loukachevitch
• Extracting Sentiments towards COVID-19 Aspects 299-312
  Eduard Nugamanov, Natalia Loukachevitch, Boris Dobrov
• An Approach to Processing News Text Messages Based on Markeme Analysis 313-324
  Alexander Sychev
• Search Query Extension Semantics 325-339
  Olga Ataeva, Vladimir Serebryakov, Natalia Tuchkova
• Development of Methods for Extracting Information from Pharmacy Line Using Conditional Random Fields (short paper) 340-348
  Alexey I. Molodchenkov, Artem A. Nikolaev, Evgenia A. Mitrokhina

Scientific, Educational, and Literary Texts Analysis

• Development of Lexico-Syntactic Ontology Design Patterns for Information Extraction of Scientific Data 349-361
  Kristina Ovchinnikova, Irina Kononenko, Elena Sidorova
• Dask-Based efficient Clustering of Educational Texts 362-376
  Fail Gafarov, Dmitriy Minullin, Viliuza Gafarova
• Cognitive Processes in Generating and Restoring Elliptical Sentences (short paper) 377-386
  Xenia Naidenova
• Analyzing the Cultural Universals of the Folklore of Peoples of Siberia and the Far East 387-401
  Anna Grinevich, Alexey Sery
• Using a Decision Tree to Identify Non-uniform Fragments in a Text (short paper) 402-410
  Aleksandr Rogov, Kirill Kulakov, Nikolai Moskin, Roman Abramov
• Technological Features of Cross-Language Migration from PHP to Python of Software Products Working with Intensive Data 411-421
  Vladimir Barakhnin, Olga Kozhemyakina, Artem Revun, Natali Shashok