| TÃtulo : |
4th International Conference, CIT&DS 2021, Volgograd, Russia, September 20–23, 2021, Proceedings |
| Tipo de documento: |
documento electrónico |
| Autores: |
Kravets, Alla G., ; Shcherbakov, Maxim, ; Parygin, Danila, ; Groumpos, Peter P., |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2021 |
| Número de páginas: |
XVI, 628 p. 324 ilustraciones, 207 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-3-030-87034-8 |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Idioma : |
Inglés (eng) |
| Palabras clave: |
Gestión de base de datos Inteligencia artificial Visión por computador Red de computadoras CriptografÃa Cifrado de datos (Informática) Sistema de administración de base de datos Redes de comunicación informática CriptologÃa |
| Clasificación: |
005.7 |
| Resumen: |
Este libro constituye las actas de la 4.ª Conferencia sobre Creatividad en TecnologÃas Intelectuales y Ciencia de Datos, CIT&DS 2021, celebrada en Volgogrado, Rusia, en septiembre de 2021. Los 39 artÃculos completos, 7 artÃculos breves y 2 artÃculos principales presentados fueron cuidadosamente revisados ​​y seleccionados. de 182 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas: Inteligencia artificial y tecnologÃas de aprendizaje profundo: descubrimiento de conocimiento en patentes y fuentes abiertas; tecnologÃas semánticas de ciencia abierta; IoT y visión por computadora en el control basado en el conocimiento; Sistemas ciberfÃsicos y control basado en big data: modelado proactivo en apoyo a la toma de decisiones inteligentes; creatividad de diseño en CASE/CAI/CAD/PDM; tecnologÃas inteligentes en diseño urbano e informática; TecnologÃas inteligentes en ingenierÃa social: ciencia de datos en análisis de redes sociales y ciberseguridad; creatividad educativa y aprendizaje basado en juegos; TecnologÃas de asistencia inteligente: diseño y aplicación de software. |
| Nota de contenido: |
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 -- Lee's 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. |
| Tipo de medio : |
Computadora |
| Summary : |
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. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
4th International Conference, CIT&DS 2021, Volgograd, Russia, September 20–23, 2021, Proceedings [documento electrónico] / Kravets, Alla G., ; Shcherbakov, Maxim, ; Parygin, Danila, ; Groumpos, Peter P., . - 1 ed. . - [s.l.] : Springer, 2021 . - XVI, 628 p. 324 ilustraciones, 207 ilustraciones en color. ISBN : 978-3-030-87034-8 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés ( eng)
| Palabras clave: |
Gestión de base de datos Inteligencia artificial Visión por computador Red de computadoras CriptografÃa Cifrado de datos (Informática) Sistema de administración de base de datos Redes de comunicación informática CriptologÃa |
| Clasificación: |
005.7 |
| Resumen: |
Este libro constituye las actas de la 4.ª Conferencia sobre Creatividad en TecnologÃas Intelectuales y Ciencia de Datos, CIT&DS 2021, celebrada en Volgogrado, Rusia, en septiembre de 2021. Los 39 artÃculos completos, 7 artÃculos breves y 2 artÃculos principales presentados fueron cuidadosamente revisados ​​y seleccionados. de 182 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas: Inteligencia artificial y tecnologÃas de aprendizaje profundo: descubrimiento de conocimiento en patentes y fuentes abiertas; tecnologÃas semánticas de ciencia abierta; IoT y visión por computadora en el control basado en el conocimiento; Sistemas ciberfÃsicos y control basado en big data: modelado proactivo en apoyo a la toma de decisiones inteligentes; creatividad de diseño en CASE/CAI/CAD/PDM; tecnologÃas inteligentes en diseño urbano e informática; TecnologÃas inteligentes en ingenierÃa social: ciencia de datos en análisis de redes sociales y ciberseguridad; creatividad educativa y aprendizaje basado en juegos; TecnologÃas de asistencia inteligente: diseño y aplicación de software. |
| Nota de contenido: |
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 -- Lee's 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. |
| Tipo de medio : |
Computadora |
| Summary : |
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. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
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