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.
Keynotes.- The meta COVID-19 pandemic period: a data science driven wise
future planet?.- Adapting, Learning, and Control the Supply of a Vital
Commodity such as COVID-19 Vaccine.- Artificial Intelligence and Deep
Learning Technologies for Creative Tasks. Knowledge Discovery in Patent and
Open Sources.- Analyzing and Forecasting Emerging Technology Trends by Mining
Web News.- Development of a Method for Intellectual Support of Inventive
Activity Based on Deep Machine Learning Methods.- The measure of the
technological complementarity between enterprises based on patent databases.-
Relevant Image Search Method when Processing a Patent Array.- Artificial
Intelligence and Deep Learning Technologies for Creative Tasks. Open Science
Semantic Technologies.- Chomsky Was (Almost) Right: Ontology-based Parsing of
Texts of a Narrow Domain.- Creative Knowledge Representation for Knowledge
Management: The Dialectical Approach.- Improvement of intent classification
using diacritic restoration for text message in chatbot.- Numerical and
Symbolic Integration in the MAPLE Package: Software for Antiplane Problems of
the Non-Linear Elasticity Theory.- Artificial Intelligence and Deep Learning
Technologies for Creative Tasks. IoT and Computer Vision in Knowledge-Based
Control.- Optimization of Internet of Things System.- Optimization of the
intelligent controller rule base based on fuzzy clustering for controlling an
object operating in changing conditions.- New communicative strategies for
the affective robot: F-2 going tactile and complimenting.- The System of
Intelligent Identification of Harmful Objects in the Field of Agriculture.-
Cyber-Physical Systems and Big Data-Driven World. Pro-Active Modeling in
Intelligent Decision Making Support.- Formalization of the choice for optimal
technological solutions.- Evaluation of the State Effectiveness in the Model
of Control of Generalized Computational Experiment.- Comparative Study of the
Innovative Activity Dynamics in the Russian Federation Using the Singular
Spectrum Analysis.- Analysis of the competitiveness risks of food production
enterprises using mathematical modelling methods.- System approach in
organization of international students mobility.- Cyber-Physical Systems and
Big Data-Driven World. Design Creativity in CASE/CAI/CAD/PDM.- Development of
a discrete slicer for additive manufacturing.- Automatic calculation of
material laying trajectories when preparing 3D models for five-axis FFF
printing with continuous fiber reinforcement.- Constructing equidistant curve
for planar composite curve in CAD systems.- Data processing pipeline: from 3D
surface scanning to coke drum residual life assessment.- Using Virtual
Reality Systems for Crime Scene Reconstruction.- Cyber-Physical Systems and
Big Data-Driven World. Intelligent technologies in Urban Design and
Computing.- Collection and consolidation of big data for proactive monitoring
of critical events at infrastructure facilities in an urban environment.-
Digital Technologies for Surveying Buildings and Structures.- Database of
architectural patterns, heritage objects and plots for conceptual design of
urban objects.- Computer aided evaluation of individual traffic road safety
along a given route within the framework of the "driver-car-road-environment"
system.- Development of a Methodology for Complex Monitoring of the
Development of Urban and Suburban Areas based on the Intellectual Analysis of
Earth Remote Sensing Data and Geospatial Technologies.- Fractal approach to
automation of conceptual design of control systems elements by the
intellectual building.- Intelligent Technologies in Social Engineering. Data
Science in Social Networks Analysis and Cyber Security.- A secure and stable
routing protocol for VANET under malicious attacks.- Proactive modeling in
the assessment of the structural functionality of the subject of critical
information infrastructure.- Data Processing Basedon the Structure Oriented
Evaluation Online Tool from SERVQUAL Model.- Expert & Technical Support for
Investigation of Thefts Involving Malware Usage.- Biometrics databases as
forensic registers.- Intelligent Technologies in Social Engineering.
Educational Creativity and Game-Based Learning.- A set of tools for updating
and personalizing educational programs and content in an intellectual
learning environment.- Model for creating an adaptive individual learning
path for training Digital Transformation Professionals and Big Data Engineers
using Virtual Computer Lab.- E-Learning Evaluation based on SURE Model: Case
of Mongolian University of Pharmaceutical Sciences.- E-Learning Evaluation
based on SURE Model: Case of Mongolian University of Science and Technology.-
Lees wave algorithm developed in Tower Defense (TD) game.- User Engagement
Assessment for Adaptive Learning Systems.- Cybersecurity Specialists
E-Learning Problems.- Intelligent Technologies in Social
Engineering.Intelligent Assistive Technologies: Software Design and
Application.- User Experience Analysis based on a Virtual Mark-up Approach.-
Mobile Interface Personalization during the Application Usage Based on
Patterns Ontology Model for People with Special Needs.- Development of
Specialized Methods and Algorithms for Preventive Monitoring of Reliability
.- Methodology for Preclinical Laboratory Research Using Machine Learning.
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