| Vol-2277 urn:nbn:de:0074-2277-8 Copyright © 2018 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# DAMDID/RCDL 2018
Data Analytics and Management in Data Intensive Domains

### Selected Papers of the XX International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2018)

### Moscow, Russia, October 9-12, 2018.

Edited by

### Leonid Kalinichenko *
Yannis Manolopoulos **
Sergey Stupnikov *
Nikolay Skvortsov *
Vladimir Sukhomlin ***

* Institute of Informatics Problems, Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, Moscow, Russia
** Aristotle University, Department of Informatics, Thessaloniki, Greece
*** Lomonosov Moscow State University, Moscow, Russia

DAMDID/RCDL conference is formed as a result of transformation of the Russian Conference on Digital Libraries with an intention to create a forum reflecting the urgent challenges of data organization, exploration and analysis in various data intensive domains. The transformation is planned so that the continuity with RCDL should be preserved by the transformed conference as well as the RCDL community formed during the sixteen years of its successful work will also be preserved.

## Table of Contents

- Leonid Kalinichenko
- Preface
- DAMDID/RCDL 2018 Committees

### FAIR in the Realm of Open Science

- Relevance of EOSC and FAIR in the Realm of Open Science and Phases of Implementing the EOSC 1-4
  Michel Schouppe, Jean-Claude Burgelman
- FAIR Data, FAIR Services and the FAIR Data Action Plan 5-6
  Simon Hodson

### FAIR Platforms and Interoperability

- Building FAIR Environmental Services Platforms in Europe 7-8
  Ari Asmi
- FAIR Data Based on Extensible Unifying Data Model Development 9-13
  Sergey Stupnikov, Leonid Kalinichenko
- Meaningful Data Interoperability and Reuse among Heterogeneous Scientific Communities 14-15
  Nikolay Skvortsov

### FAIR Implementation Issues and Activities

- Digital Objects as a Concept to Help Implementing FAIR and EOSC 16-18
  Peter Wittenburg
- Ready, Set, GO FAIR: Accelerating Convergence to an Internet of FAIR Data and Services 19-23
  Erik Schultes, George Strawn, Barend Mons
- How FAIR is EOSC? An Overview of FAIR Activities within the Various EOSC Funded Initiatives 24
  Damien Lecarpentier

### Knowledge Representation

- Systematization of Tabular and Graphical Resources in Quantitative Spectroscopy 25-32
  Nikolai Lavrentiev, Alexey Privezentsev, Alexander Fazliev
- The Semantic Context Models of Mathematical Formulas in Scientific Papers 33-40
  Olga Nevzorova, Alexander Kirilovich, Vladimir Nevzorov, Konstantin Nikolaev

### Ontologies and Applications

- On an Ontological Modeling Language by a Non-Formal Example 41-48
  Manuk Manukyan
- Integration of Ontological Case-Based Reasoning with Principal Component Analysis: Application to the IT Support Service 49-56
  Tatiana Avdeenko, Anastasiia Timofeeva, Ekaterina Makarova

### Advanced Data Analysis Methods

- Equidistant Nodes Clustering: a Soft Clustering Algorithm Applied for Synset Induction 57-62
  Mikhail Chernoskutov, Dmitry Ustalov
- A Novel Metric Combination Approach for Verification Problems 63-67
  Archil Maysuradze, Bharathi Pilar, B. H. Shekar
- Fractal Methods in Information Technologies of Processing and Analysis of Parametrically Related Data Streams 68-73
  Alexei Myshev, Mikhail Turitsyn

### Conceptual and Data Models

- Qualitative and Quantitative Models 74-81
  Bernhard Thalheim
- Storing Metagraph Model in Relational, Document-Oriented, and Graph Databases 82-89
  Valeriy Chernenkiy, Yuriy Gapanyuk, Yuriy Kaganov, Ivan Dunin, Maxim Lyaskovsky, Vadim Larionov

### Data Analysis and Applications

- Organization of Information Support for a Bioengineering System of Emotional Response Research 90-97
  Natalya Filatova, Natalya Bodrina, Konstantin Sidorov, Pavel Shemaev

### Data Analysis in Astronomy

- Insight into Binary Star Formation via Modelling Visual Binaries Datasets 98-106
  Oleg Malkov, Dmitry Chulkov, Dana Kovaleva, Alexey Sytov, Alexander Tutukov Lev Yungelson, Yikdem Gebrehiwot, Nikolay Skvortsov, Solomon Belay Tessema
- What Will Lead the Astrometry Data Accuracy Breakthrough in the Study of Star Clusters? 107-111
  Sergei Vereshchagin, Nataliya Chupina, Ekaterina Postnikova
- Using Heterogeneous Data of Multi Frequency Astronomy for Testing Physical Models of GRB Emission 112-117
  Elena Mazaeva, Alexey Pozanenko, Pavel Minaev
- How to Extract Information from What We Cannot Observe? 118-122
  Alina Volnova, Alexey Pozanenko, Elena Mazaeva

### Text Search and Processing

- Proximity Full-Text Search with a Response Time Guarantee by Means of Additional Indexes with Multi-Component Keys 123-130
  Alexander Veretennikov
- Context and Embeddings in Language Modelling - an Exploration 131-138
  Matthias Nitsche, Marina Tropmann-Frick
- Technology for Extracting Geographical Names from Text Documents Based on the PostgreSQL 139-142
  Oleg Zhizhimov

### Distributed Computing and Applications of Machine Learning

- An Efficient Subsequence Similarity Search on Modern Intel Many-core Processors for Data Intensive Applications 143-151
  Yana Kraeva, Mikhail Zymbler
- Various Machine Learning Methods Efficiency Comparison in Application to Inorganic Compounds Design 152-156
  Oleg Sen'ko, Nadezhda Kiselyova, Victor Dudarev, Alexander Dokukin, Vladimir Ryazanov
- Music Genre Classification Based on Signal Processing 157-161
  Stepan Evstifeev, Ivan Shanin
- Analysis of Big Five Personality Traits by Processing of Social Media Users Activity Features 162-166
  Maxim Stankevich, Ivan Smirnov, Nikolay Ignatiev, Oleg Grigoryev, Natalia Kiselnikova

### Research Data Infrastructures

- Applied Tasks in Virtual Research Environment based on a web GIS platform "Climate+" 167-173
  Alexander Fazliev, Alexey Privezentsev, Evgeny Gordov, Igor Okladnikov, Anna Ryazanova, Alexander Titov, Andrey Bart, Alexander Starchenko
- Digital Playground for Policy Decision Making 174-180
  Johannes Hedtrich, Ekaterina Fabritz, Christian Henning, Bernhard Thalheim
- Persistent Identifiers for Facilities Research: Current Practices and Opportunities 181-185
  Vasily Bunakov, Simon Lambert, Brian Matthews

### Information Extraction from Text I

- Extracting Sentiment Attitudes from Analytical Texts via Piecewise Convolutional Neural Network 186-192
  Nicolay Rusnachenko, Natalia Loukachevitch
- Analysis and Visualization Algorithm for Cross-Language Author Names Disambiguation 193-199
  Zinaida Apanovich, Vladimir Isachenko

### Information Extraction from Text II

- Named Entity Recognition for Information Security Domain 200-207
  Ivan Mazharov, Boris Dobrov
- Discovering Novel Emergency Events in Text Streams 208-215
  Artem Shelmanov, Dmitriy Deviatkin, Daniil Larionov
- Open Citation Content Data and a Digital Library 216-221
  Sergey Parinov

### PhD Workshop I. Internet of Things and Cognitive Systems

- Stand to Research the Privacy Limitations of the Internet of Things in the DID's Perspective 222-225
  Mikhail Shpak
- Sensor Data Preprocessing, Feature Engineering and Equipment Remaining Lifetime Forecasting for Predictive Maintenance 226-231
  Evgeniy Latyshev
- Research on Cognitive Information Systems in Enterprise Environment 232-237
  Dora Mattyasovszky-Philipp

### PhD Workshop II. Data Integration and Data Analysis

- Methods for Big Data Integration in Distributed Computation Environments 238-244
  Vladimir Sazontev
- Combining Lexical and Semantic Similarity Measures with Machine Learning Approach for Ontology Matching Problem 245-249
  Lev Bulygin
- Methods and Technologies for Integration and Processing of Geographically Distributed Quantitative Geological Information 250-255
  Kirill Platonov

2018-12-03: submitted by Yannis Monolopoulos, Sergey Stupnikov, metadata incl. bibliographic data published under Creative Commons CC0
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