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Data Analytics and Management in Data Intensive Domains

22nd International Conference, DAMDID/RCDL 2020, Voronezh, Russia, October 13–16, 2020, Selected Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Alexander Sychev

    1. Voronezh State University, Voronezh, Russia

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  2. Sergey Makhortov

    1. Voronezh State University, Voronezh, Russia

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  3. Bernhard Thalheim

    1. Christian-Albrecht University of Kiel, Kiel, Germany

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1427)

Included in the following conference series:

Conference proceedings info: DAMDID/RCDL 2020.

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Table of contents (16 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Data Integration, Conceptual Models and Ontologies

    1. Front Matter

      Pages 1-1
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    2. Managing Data-Intensive Research Problem-Solving Lifecycle

      • Nikolay Skvortsov, Sergey Stupnikov
      Pages 3-18

    3. Algebraic Models for Big Data and Knowledge Management

      • Sergey Makhortov
      Pages 19-26

    4. A Cloud-Native Serverless Approach for Implementation of Batch Extract-Load Processes in Data Lakes

      • Anton Bryzgalov, Sergey Stupnikov
      Pages 27-42

  3. Data Management in Semantic Web

    1. Front Matter

      Pages 43-43
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    2. Pragmatic Interoperability and Translation of Industrial Engineering Problems into Modelling and Simulation Solutions

      • Martin T. Horsch, Silvia Chiacchiera, Michael A. Seaton, Ilian T. Todorov, Björn Schembera, Peter Klein et al.
      Pages 45-59

    3. Analysis of the Semantic Distance of Words in the RuWordNet Thesaurus

      • Liliya Usmanova, Irina Erofeeva, Valery Solovyev, Vladimir Bochkarev
      Pages 60-73

    4. A Transformation of the RDF Mapping Language into a High-Level Data Analysis Language for Execution in a Distributed Computing Environment

      • Wenfei Tang, Sergey Stupnikov
      Pages 74-91

  4. Data Analysis in Medicine

    1. Front Matter

      Pages 93-93
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    2. EMG and EEG Pattern Analysis for Monitoring Human Cognitive Activity during Emotional Stimulation

      • Konstantin Sidorov, Natalya Bodrina, Natalya Filatova
      Pages 95-109

    3. Finding the TMS-Targeted Group of Fibers Reconstructed from Diffusion MRI Data

      • Sofya Kulikova, Aleksey Buzmakov
      Pages 110-121

  5. Data Analysis in Astronomy

    1. Front Matter

      Pages 123-123
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    2. Data for Binary Stars from Gaia DR2

      • Dana Kovaleva, Oleg Malkov, Sergei Sapozhnikov, Dmitry Chulkov, Nikolay Skvortsov
      Pages 125-133

    3. Classification Problem and Parameter Estimating of Gamma-Ray Bursts

      • Pavel Minaev, Alexei Pozanenko
      Pages 134-147

    4. Databases of Gamma-Ray Bursts’ Optical Observations

      • Alina Volnova, Alexei Pozanenko, Elena Mazaeva, Sergei Belkin, Pavel Minaev
      Pages 148-159

  6. Information Extraction from Text

    1. Front Matter

      Pages 161-161
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    2. Part of Speech and Gramset Tagging Algorithms for Unknown Words Based on Morphological Dictionaries of the Veps and Karelian Languages

      • Andrew Krizhanovsky, Natalia Krizhanovskaya, Irina Novak
      Pages 163-177

    3. Extrinsic Evaluation of Cross-Lingual Embeddings on the Patent Classification Task

      • Anastasiia Ryzhova, Ilya Sochenkov
      Pages 178-190

    4. An Approach to Extracting Ontology Concepts from Requirements

      • Marina Murtazina, Tatiana Avdeenko
      Pages 191-203
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About this book

This book constitutes the post-conference proceedings of the 22nd International Conference on Data Analytics and Management in Data Intensive Domains, DAMDID/RCDL 2020, held in Voronezh, Russia, in October 2020*.

The 16 revised full papers and two keynotes were carefully reviewed and selected from 60 submissions. The papers are organized in the following topical sections: data Integration, conceptual models and ontologies; data management in semantic web; data analysis in medicine; data analysis in astronomy; information extraction from text.

* The conference was held virtually due to the COVID-19 pandemic.

Editors and Affiliations

  • Voronezh State University, Voronezh, Russia

    Alexander Sychev, Sergey Makhortov

  • Christian-Albrecht University of Kiel, Kiel, Germany

    Bernhard Thalheim

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