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Creativity in Intelligent Technologies and Data Science

4th International Conference, CIT&DS 2021, Volgograd, Russia, September 20–23, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Alla G. Kravets

    1. Volgograd State Technical University, Volgograd, Russia

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  2. Maxim Shcherbakov

    1. Volgograd State Technical University, Volgograd, Russia

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  3. Danila Parygin

    1. Volgograd State Technical University, Volgograd, Russia

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  4. Peter P. Groumpos

    1. University of Patras, Patras, Greece

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1448)

Included in the following conference series:

Conference proceedings info: CIT&DS 2021.

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Table of contents (45 papers)

  1. Front Matter

    Pages i-xvi
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  3. Artificial Intelligence and Deep Learning Technologies for Creative Tasks. Knowledge Discovery in Patent and Open Sources

    1. Front Matter

      Pages 27-27
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    2. Development of a Method for Intellectual Support of Inventive Activity Based on Deep Machine Learning

      • Alla G. Kravets, Natalia Salnikova, Irina P. Medintseva, Vladimir Shinkaruk
      Pages 29-44

    3. The Software for Identifying Technological Complementarity Between Enterprises Based on Patent Databases

      • Alexey Bezruchenko, Dmitriy Korobkin, Sergey Fomenkov, Sergey Kolesnikov, Sergey Vasiliev
      Pages 45-54

    4. Analyzing and Forecasting Emerging Technology Trends by Mining Web News

      • Nguyen Thanh Viet, Vladislav Gneushev
      Pages 55-69

    5. Relevant Image Search Method When Processing a Patent Array

      • Alla G. Kravets, Natalia Salnikova, Ilya Mikhnev, Natalia Solovieva
      Pages 70-84

  4. Artificial Intelligence and Deep Learning Technologies for Creative Tasks. Open Science Semantic Technologies

    1. Front Matter

      Pages 85-85
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    2. Chomsky Was (Almost) Right: Ontology-Based Parsing of Texts of a Narrow Domain

      • Boris Geltser, Tatiana Gorbach, Valeria Gribova, Olesya Karpik, Eduard Klyshinsky, Dmitrii Okun et al.
      Pages 87-96

    3. Creative Knowledge Representation for Knowledge Management: The Dialectical Approach

      • Elena Rusyaeva, Alla G. Kravets
      Pages 97-109

    4. Improvement of Intent Classification Using Diacritic Restoration for Text Message in Chatbot

      • Trang Nguyen, Maxim Shcherbakov
      Pages 110-123

    5. Numerical and Symbolic Integration in the MAPLE Package: Software for Antiplane Problems of the Non-linear Elasticity Theory

      • Yulia Y. Andreeva, Natalia V. Asanova, Irina A. Tarasova
      Pages 124-132

  5. Artificial Intelligence and Deep Learning Technologies for Creative Tasks. IoT and Computer Vision in Knowledge-Based Control

    1. Front Matter

      Pages 133-133
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    2. Optimization of Internet of Things System

      • Igor Lvovich, Yakov Lvovich, Andrey Preobrazhenskiy, Oleg Choporov
      Pages 135-148

    3. Optimization of the Intelligent Controller Rule Base Based on Fuzzy Clustering for Controlling an Object Operating in Changing Conditions

      • Alexandra Ignatyeva, Viktor Kureychik, Vladimir Ignatyev, Viktor Soloviev, Denis Beloglazov, Andrey Kovalev
      Pages 149-162

    4. New Communicative Strategies for the Affective Robot: F-2 Going Tactile and Complimenting

      • Liliya Volkova, Andrey Ignatev, Nikita Kotov, Artemy Kotov
      Pages 163-176

    5. The System of Intelligent Identification of Harmful Objects in the Field of Agriculture

      • Mohammed A. Al-Gunaid, Maxim V. Shcherbakov, Vsevolod V. Tishchenko, Vladislav N. Trubitsin
      Pages 177-189

  6. Cyber-Physical Systems and Big Data-Driven World. Pro-Active Modeling in Intelligent Decision Making Support

    1. Front Matter

      Pages 191-191
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Other volumes

  1. Creativity in Intelligent Technologies and Data Science

Keywords

About this book

This book constitutes the proceedings of the 4th Conference on Creativity in Intellectual Technologies and Data Science, CIT&DS 2021, held in Volgograd, Russia, in September 2021.

The 39 full papers, 7 short papers, and 2 keynote papers presented were carefully reviewed and selected from 182 submissions. The papers are organized in the following topical sections: Artificial intelligence and deep learning technologies: knowledge discovery in patent and open sources; open science semantic technologies; IoT and computer vision in knowledge-based control; Cyber-physical systems and big data-driven control: pro-active modeling in intelligent decision making support; design creativity in CASE/CAI/CAD/PDM; intelligent technologies in urban design and computing; Intelligent technologies in social engineering: data science in social networks analysis and cyber security; educational creativity and game-based learning; intelligent assistive technologies: software design and application.

Editors and Affiliations

  • Volgograd State Technical University, Volgograd, Russia

    Alla G. Kravets, Maxim Shcherbakov, Danila Parygin

  • University of Patras, Patras, Greece

    Peter P. Groumpos

Bibliographic Information

  • Book Title: Creativity in Intelligent Technologies and Data Science

  • Book Subtitle: 4th International Conference, CIT&DS 2021, Volgograd, Russia, September 20–23, 2021, Proceedings

  • Editors: Alla G. Kravets, Maxim Shcherbakov, Danila Parygin, Peter P. Groumpos

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-3-030-87034-8

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2021

  • Softcover ISBN: 978-3-030-87033-1Published: 17 September 2021

  • eBook ISBN: 978-3-030-87034-8Published: 15 September 2021

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XVI, 628

  • Number of Illustrations: 117 b/w illustrations, 207 illustrations in colour

  • Topics: Information Systems and Communication Service

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