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

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 Kirillovich, 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