Educating Engineers for Future Industrial Revolutions. ICL 2020, vol 1. Advances in Intelligent Systems and Computing. Val. 1328.

doi:10.1007/978-3-030-68198-2_5

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Educating Engineers for Future Industrial Revolutions. ICL 2020, vol 1. Advances in Intelligent Systems and Computing

Vol. 1328. Springer, 2021.

Academic editor: M. E. Auer, R. Tiia

This book contains papers in the fields of collaborative learning, new learning models and applications, project-based learning, game-based education, educational virtual environments, computer-aided language learning (CALL) and teaching best practices.
We are currently witnessing a significant transformation in the development of education and especially post-secondary education. To face these challenges, higher education has to find innovative ways to quickly respond to these new needs. There is also pressure by the new situation in regard to the Covid pandemic.
These were the aims connected with the 23rd International Conference on Interactive Collaborative Learning (ICL2020), which was held online by University of Technology Tallinn, Estonia from 23 to 25 September 2020.
Since its beginning in 1998, this conference is devoted to new approaches in learning with a focus on collaborative learning. Nowadays the ICL conferences are a forum of the exchange of relevant trends and research results as well as the presentation of practical experiences in Learning and Engineering Pedagogy. In this way, we try to bridge the gap between ‘pure’ scientific research and the everyday work of educators.
Interested readership includes policymakers, academics, educators, researchers in pedagogy and learning theory, school teachers, learning industry, further and continuing education lecturers, etc.

The Lessons of Forced Distance Learning: Software Engineering Approach in the Gap of Generations of Educational Software

Beresneva E., Gordenko M., Maksimenkova O. V. et al., , in: Educating Engineers for Future Industrial Revolutions. ICL 2020, vol 1. Advances in Intelligent Systems and ComputingVol. 1328.: Springer, 2021. P. 54–65.

Added: October 9, 2020

Priority areas: IT and mathematics

Language: English

DOI

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Keywords: collaborative learning lifelong learning knowledge management research

Educating Engineers for Future Industrial Revolutions. ICL 2020, vol 1. Advances in Intelligent Systems and Computing

Growth in noncommutative algebras and entropy in derived categories

Piontkovski D., / Series arXiv "math". 2026.

A noncommutative projective variety is defined, following Artin and Zhang, by a graded coherent algebra 𝐴. The category of coherent sheaves is then the quotient qgr(𝐴) of the category of finitely presented graded modules by the subcategory of torsion modules. We consider the categorical and polynomial entropies of the Serre twist, that is, of the ...

Added: June 23, 2026

Multilinear nilalgebras and the Jacobian theorem

Piontkovski D., / Series arXiv "math". 2025.

If a symmetric multilinear algebra is weakly nil, then it is Engel. This result may be regarded as an infinite-dimensional analogue of the well-known Jacobian theorem, which states that if a polynomial mapping has a polynomial inverse, then its Jacobian matrix is invertible. This refines a theorem of Gerstenhaber and partially answers a question posed ...

Added: June 23, 2026

ML-based Fast Simulation of FARICH Responses

Shipilov F., Barnyakov A., Ivanov A. et al., / Series Physics "arxiv.org". 2026.

A fast simulation of the detector response is a vital task in high-energy physics (HEP). Traditional Monte-Carlo methods form the backbone of modern particle physics simulation software but are computationally expensive. We present a machine-learning-based approach to fast simulation of the Focusing Aerogel Ring Imaging Cherenkov (FARICH) detector response. Given a particle track and momentum, ...

Added: May 19, 2026

Natural hazard database from Internet publications: text mining with a large language model

Derkacheva A., Sakirkina M., Kraev G. et al., /. 2026.

Comprehensive data on natural hazards and their consequences are crucial for effective for risk assessment, adaptation planning, and emergency response. However, many countries face challenges with fragmented, inconsistent, and inaccessible data, particularly regarding local-scale events. To address this data gap in Russia, we developed an end-to-end processing pipeline that scrapes news from various online sources, ...

Added: April 28, 2026

Algorithmic overlaps as thermodynamic variables: from local to cluster Monte Carlo dynamics in critical phenomena

Pilé I., Deng Y., Shchur L., / Series arXiv "math". 2026. No. 2604.10254.

We investigate the spatial overlap of successive spin configurations in Markov chain Monte Carlo simulations using the local Metropolis algorithm and the Svendsen-Wang and Wolff cluster algorithms. We examine the dynamics of these algorithms for two models in different universality classes: the Ising model and the Potts model with three components. The overlap of two ...

Added: April 20, 2026

Using predefined vector systems to speed up neural network multimillion class classification

Gabdullin N., Androsov I., / Series Computer Science "arxiv.org". 2026.

Label prediction in neural networks (NNs) has O(n) complexity proportional to the number of classes. This holds true for classification using fully connected layers and cosine similarity with some set of class prototypes. In this paper we show that if NN latent space (LS) geometry is known and possesses specific properties, label prediction complexity can ...

Added: April 2, 2026

Использование генеративного искусственного интеллекта в качестве инструмента поддержки при выполнении групповых заданий: правило светофора

Korchak A., Костли Д., Kapuza A., Педагогика и психология образования 2025 № 4 С. 100–120

With the active introduction of generative artificial intelligence (Gen-AI) into the educational environment, students are becoming increasingly interested in this technology as a source of support for completing assignments. Formally, this support resembles pedagogical support, but in essence remains instrumental. The aim of this study was to identify the types of instrumental support that students ...

Added: March 2, 2026

Innovation via Collaborative Learning in Engineering Education

Springer, 2026.

Presents recent research on Collaborative Learning in Engineering Education Collects the proceedings of the 28th International Conference on Interactive Collaborative Learning Written by experts in the field ...

Added: February 13, 2026

Iterative Ricci-Foster Curvature Flow with GMM-Based Edge Pruning: A Novel Approach to Community Detection

Sorokin K., Beketov M., Онучин А. et al., / arxiv.org. Серия cs.SI "Social and Information Networks ". 2025.

Community detection in complex networks is a fundamental problem, open to new approaches in various scientific settings. We introduce a novel community detection method, based on Ricci flow on graphs. Our technique iteratively updates edge weights (their metric lengths) according to their (combinatorial) Foster version of Ricci curvature computed from effective resistance distance between the ...

Added: January 15, 2026

Implementing Transport Coding in OMNeT++ for Message Delay Reduction

Petrovanov I., Sergeev A., / Series Computer Science "arxiv.org". 2025. No. 2512.18332.

Transport coding reduces message delay in packet-switched networks by introducing controlled redundancy at the transport layer: original packets are encoded into coded packets, and the message is reconstructed after the first successful deliveries, effectively shifting latency from the maximum packet delay to the -th order statistic. We present a concise, reproducible discrete-event implementation of transport coding in OMNeT++, including ...

Added: December 24, 2025

Hessian-based lightweight neural network for brain vessel segmentation on a minimal training dataset

Меньшиков И. А., Бернадотт А. К., Elvimov N. S., / Series arXie "Statistical mechanics". 2025.

Accurate segmentation of blood vessels in brain magnetic resonance angiography (MRA) is essential for successful surgical procedures, such as aneurysm repair or bypass surgery. Currently, annotation is primarily performed through manual segmentation or classical methods, such as the Frangi filter, which often lack sufficient accuracy. Neural networks have emerged as powerful tools for medical image ...

Added: December 1, 2025

City Human Potential Ranking 2023. Methodology and Results of Comparative Analysis of 100 BRICS+ Development Leading Cities

Cyril Ilnicki, Raj A., del Rio M. D. et al., Mexico: Universidad panamericana, 2024.

The study, developed by an international consortium, presents the inaugural ranking of human potential in BRICS+ cities, based on UNESCO methodology. The ranking analyzes 100 development-leading cities from 32 BRICS+ countries according to their capacity to develop and realize human potential. The methodology evaluates two interrelated perspectives: the quality of population potential development and the ...

Added: November 26, 2025

Determining the boundary of dynamical chaos in the generalized Chirikov map via machine learning

Chernyshov D., Satanin A., Shchur L., / Series arXiv "math". 2025.

We investigate the boundary separating regular and chaotic dynamics in the generalized Chirikov map, an extension of the standard map with phase-shifted secondary kicks. Lyapunov maps were computed across the parameter space (K,K(α, τ)) and used to train a convolutional neural network (ResNet18) for binary classification of dynamical regimes. The model reproduces the known critical ...

Added: November 21, 2025

Эффективный алгоритм торговли на фондовом рынке: ретроспективный анализ, основанный на данных по S&P-500.

Rubchinskiy A., Chubarova D., / Series WP7 "Математические методы анализа решений в экономике, бизнесе и политике". 2025. No. WP7/2025/01.

The article examines one of the most famous examples of socio-economic systems, characterized by significant uncertainty – the S&P-500 stock market, where shares of 500 largest US companies are traded. No assumptions are made about the probabilistic characteristics of the stock market. A flexible algorithm for daily trading has been developed, based on both known fixed data ...

Added: November 9, 2025

Collaborative Learning Supported by Generative Artificial Intelligence and Rotation Station Model

Davlatova M., Chernobay E., , in: 2025 5th International Conference on Artificial Intelligence and Education (ICAIE).: Suzhou: Institute of Electrical and Electronics Engineers Inc., 2025. P. 451–454.

The paper explores the effectiveness of integrating Generative AI and the ‘station rotation’ model of blended learning to support students' collaborative learning activities. The theoretical basis of the study was the theory of social constructivism. The study employed a triangulation of predominantly qualitative methods, incorporating a qualitative experiment based on the lesson study method, direct ...

Added: October 9, 2025

Cross-Cultural Differences in the Motivation of Older People Toward Education and Training

Ilya A. Korshunov, Natalia N. Shirkova, Yun-Xiang Y., Population and Economics 2025 Vol. 9 No. 2 P. 31–53

In recent years, education has become one of the primary means of promoting social inclusion among older adults, a demographic group whose proportion in the global population is steadily increasing. However, the degree and nature of participation in educational activities among older individuals vary significantly across countries. Classical motivational theories, psychological frameworks, and theories of ...

Added: July 15, 2025

Futureproofing Engineering Education for Global Responsibility: Proceedings of the 27th International Conference on Interactive Collaborative Learning (ICL2024), Volume 4

Springer, 2025.

Added: March 31, 2025

Вовлеченность в онлайн-обучение через призму образовательного опыта взрослых

Gerasimova I., Urtenova P., Kulieva A., Вопросы образования 2024 № 4 С. 85–111

The article aims to critically examine the role of engagement in the study of the educational experiences of adult learners in online learning. The authors highlight the existence of a gap between the nature of adult educational experiences and the lens through which these experiences are studied and evaluated. This lens is the learners' engagement. ...

Added: September 25, 2024

Enhancing the Life Chances and Social Participation of Young Adults through Workplace Learning

Kersh N., Natalia Zaichenko, Zaichenko L., , in: The SAGE Handbook For Learning and Work.: Sage, 2022. Ch. 28 P. 474–492.

The role of workplace and vocationally oriented learning in fostering the inclusion, employability and civic engagement of young adults has been increasingly recognized by policy, practice and research (European Commission, 1998, 2000, 2016; Jarvis, 2012; Saar et al., 2013). Various configurations of work-related learning have become important components of national and international strategies for Lifelong ...

Added: September 6, 2024

Конструирование ценности онлайн-курсов дополнительного профессионального образования. На примере онлайн-отзывов потребителей образовательной платформы

Дубинина Д. М., Манукян Э. Р., Марченко А. В. et al., Экономическая социология 2023 Т. 24 № 1 С. 106–132

Since 2016, the e-learning market in Russia has been rapidly developing and the concept of lifelong learning has become increasingly popular in society. At the same time, the use platforms as a new economic organization is growing. It leads to a contradiction between the services’ standardization and the platform’s aim to retain consumers. This has ...

Added: May 25, 2023

Problem Solving and Formal, Nonformal, and Informal Learning of Russian Employees (Based on PIAAC Data)

Korshunov I., Sergei Lubnikov, Miroshnikov M. et al., Adult Education Quarterly 2023 Vol. 73 No. 2 P. 197–219

Using the PIAAC data, we show how exposure to various dimensions of nonformal and informal learning relates to the problem-solving capacity in a technology-rich environment for working adults. The sample included permanent staff from various economic sectors, self-employed individuals, and casual employees doing fixed-term contracts (n=1248) between 16 and 65 years, 38% of participants were males. ...

Added: September 19, 2022

Развитие непрерывного технического профессионального образования за рубежом

Mozhaeva G., Краснова Г. А., Полушкина Е. А., Издательский Дом Томского государственного университета, 2017.

The book is devoted to continuous development of technical professional lifelong learning in foreign countries such as EU, APEC, BRICS. This book contains system of indicators characterizing the features of continuous professional education in Europe, being key in the formation of national strategies and practices of professional personnel development. It is for specialists in the field ...

Added: March 23, 2022

Mobility for Smart Cities and Regional Development - Challenges for Higher Education, V1

Springer, 2022.

Proceedings of the 24th International Conference on Interactive Collaborative Learning (ICL2021), Volume 1 ...

Added: February 18, 2022

Catalyst: Combining Co-training and Active Learning for Lifelong Classification

Ryndin M., Turdakov D. Y., Kuznetsov S. D., , in: Proceedings of the Ivannikov ISPRAS Open Conference, 2–3 December 2020 Moscow.: Los Alamitos: IEEE Computer Society, 2020. P. 96–101.

Modern supervised algorithms assume that the dataset used for training has the same distributions as the data to be processed. However, the real data is permanently changing. This leads to the gradual degradation of supervised machine learning algorithms in production systems and increases the cost of the maintaining. To solve this problem, we are focusing ...

Added: June 9, 2021