Computer Science and Education in Computer Science
18th EAI International Conference, CSECS 2022, On-Site and Virtual Event, June 24-27, 2022, Proceedings
Published on 3. November 2022
Book
Paperback/Softback
XII, 303 pages
978-3-031-17291-5 (ISBN)
Description
This book constitutes the refereed post-conference proceedings of the 18th EAI International Conference on Computer Science and Education in Computer Science, CSECS 2022, held in June 2022 in Sofia, Bulgaria. Due to COVID-19 pandemic the conference was held On-Site and virtually.
The 15 full papers and 9 short papers were carefully reviewed and selected from 53 submissions. The papers present are grouped into 2 tracks, i.e., computer science implementations and education in computer science. CSECS conference presents research in software engineering and information systems design, cryptography, the theoretical foundation of the algorithms, and implementation of machine learning and big data technologies. Another important topic of the conference is the education in computer science which includes the introduction and evaluation of computing programs, curricula, and online courses, to syllabus, laboratories, teaching, and pedagogy aspects. The technical and education topics evolved multiple existing and emerging technologies, solutions, and services for design and training providing a heterogeneous approach towards delivering Software 4.0 and Education 4.0 to a broad range of citizens and societies.
The 15 full papers and 9 short papers were carefully reviewed and selected from 53 submissions. The papers present are grouped into 2 tracks, i.e., computer science implementations and education in computer science. CSECS conference presents research in software engineering and information systems design, cryptography, the theoretical foundation of the algorithms, and implementation of machine learning and big data technologies. Another important topic of the conference is the education in computer science which includes the introduction and evaluation of computing programs, curricula, and online courses, to syllabus, laboratories, teaching, and pedagogy aspects. The technical and education topics evolved multiple existing and emerging technologies, solutions, and services for design and training providing a heterogeneous approach towards delivering Software 4.0 and Education 4.0 to a broad range of citizens and societies.
More details
Series
Edition
1st ed. 2022
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
40 s/w Abbildungen, 116 farbige Abbildungen
XII, 303 p. 156 illus., 116 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 18 mm
Weight
482 gr
ISBN-13
978-3-031-17291-5 (9783031172915)
DOI
10.1007/978-3-031-17292-2
Schweitzer Classification
Other editions
Additional editions
Tanya Zlateva | Rossitza Goleva
Computer Science and Education in Computer Science
18th EAI International Conference, CSECS 2022, On-Site and Virtual Event, June 24-27, 2022, Proceedings
E-Book
11/2022
Springer
€90.94
Available for download
Content
Computer Science Implementations.- A Clustering Approach to Analyzing NHL Goaltenders' Performance.- Synopsis of Video Files Using Neural Networks: Component Analysis.- Computing methodologies.- Artificial intelligence.- Machine learning.- Theory of computation.- Models of computation .- Computational complexity and cryptography.- Logic, Design, and analysis of algorithms.- Networks, Network architectures, performance evaluation, Network services.- Software and its engineering.- Software creation and management.- Applied Computing, Education.- Image Decluttering Techniques and its Impact on YOLOv4 Performance.- Context-switching neural network for constrained-space hardware.- Region-based Multiple Object Tracking with LSTM supported Trajectories.- An Approach to Software Assets Reusing.- Methodological creation of HDRI from 360-degree camera - case study.- Bioinformatics: model selection and scientific visualization.- Estimating COVID case fatality rate in Bulgaria for 2020-2021.- Pregnancy outcomes in women with pregestational diabetes.- Real-Time and Near-Real-Time Services in Distributed Environment for IoT - Edge - Cloud Computing Implementation in Agriculture and Well-Being.- On a Class of Minihypers in the Geometries.- Integer Sequences in the HP Model of Dill Slav Angelov.- Challenges and Opportunities in ESG Investments.- Education in Computer Science.- A Visual Tool to Study Sorting Algorithms and Their Complexity.- Database Schemas used in SQL University Courses -State of the art.- Are Research Universities Meeting the Educational Challenge of the New Economy?.