Evolution of STEM-Driven Computer Science Education

Evolution of STEM-Driven Computer Science Education PDF Author: Vytautas Štuikys
Publisher: Springer Nature
ISBN: 3031482352
Category : Technology & Engineering
Languages : en
Pages : 368

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Book Description
The book discusses the evolution of STEM-driven Computer Science (CS) Education based on three categories of Big Concepts, Smart Education (Pedagogy), Technology (tools and adequate processes) and Content that relates to IoT, Data Science and AI. For developing, designing, testing, delivering and assessing learning outcomes for K-12 students (9-12 classes), the multi-dimensional modelling methodology is at the centre. The methodology covers conceptual and feature-based modelling, prototyping, and virtual and physical modelling at the implementation and usage level. Chapters contain case studies to assist understanding and learning. The book contains multiple methodological and scientific innovations including models, frameworks and approaches to drive STEM-driven CS education evolution. Educational strategists, educators, and researchers will find valuable material in this book to help them improve STEM-driven CS education strategies, curriculum development, and new ideas for research.

Evolution of STEM-Driven Computer Science Education

Evolution of STEM-Driven Computer Science Education PDF Author: Vytautas Štuikys
Publisher: Springer Nature
ISBN: 3031482352
Category : Technology & Engineering
Languages : en
Pages : 368

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Book Description
The book discusses the evolution of STEM-driven Computer Science (CS) Education based on three categories of Big Concepts, Smart Education (Pedagogy), Technology (tools and adequate processes) and Content that relates to IoT, Data Science and AI. For developing, designing, testing, delivering and assessing learning outcomes for K-12 students (9-12 classes), the multi-dimensional modelling methodology is at the centre. The methodology covers conceptual and feature-based modelling, prototyping, and virtual and physical modelling at the implementation and usage level. Chapters contain case studies to assist understanding and learning. The book contains multiple methodological and scientific innovations including models, frameworks and approaches to drive STEM-driven CS education evolution. Educational strategists, educators, and researchers will find valuable material in this book to help them improve STEM-driven CS education strategies, curriculum development, and new ideas for research.

Smart STEM-Driven Computer Science Education

Smart STEM-Driven Computer Science Education PDF Author: Vytautas Štuikys
Publisher: Springer
ISBN: 3319784854
Category : Computers
Languages : en
Pages : 370

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Book Description
At the centre of the methodology used in this book is STEM learning variability space that includes STEM pedagogical variability, learners’ social variability, technological variability, CS content variability and interaction variability. To design smart components, firstly, the STEM learning variability space is defined for each component separately, and then model-driven approaches are applied. The theoretical basis includes feature-based modelling and model transformations at the top specification level and heterogeneous meta-programming techniques at the implementation level. Practice includes multiple case studies oriented for solving the task prototypes, taken from the real world, by educational robots. These case studies illustrate the process of gaining interdisciplinary knowledge pieces identified as S-knowledge, T-knowledge, E-knowledge, M-knowledge or integrated STEM knowledge and evaluate smart components from the pedagogical and technological perspectives based on data gathered from one real teaching setting. Smart STEM-Driven Computer Science Education: Theory, Methodology and Robot-based Practices outlines the overall capabilities of the proposed approach and also points out the drawbacks from the viewpoint of different actors, i.e. researchers, designers, teachers and learners.

Empowering Early Education With Computational Thinking, AI, and STEM

Empowering Early Education With Computational Thinking, AI, and STEM PDF Author: Kalogiannakis, Michail
Publisher: IGI Global
ISBN:
Category : Education
Languages : en
Pages : 450

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Book Description
Empowering early education with computational thinking, artificial intelligence (AI), and science, technology, engineering, and mathematics (STEM) is transforming the way students engage with the learning process. As the educational field develops, the integration of these fields in early childhood curricula enhances critical thinking and problem-solving skills while fostering creativity and collaboration among students. By introducing foundational concepts of computational thinking and AI at a young age, educators can cultivate a generation of innovators who are equipped to navigate complex challenges and contribute to society. Further research into effective integration may prepare children for future academic pursuits while instilling a personal interest in learning, ensuring students can thrive in a technological world. Empowering Early Education With Computational Thinking, AI, and STEM explores the integration of computational thinking, AI, and STEM into early education environments. It provides comprehensive guidance on effectively introducing computational thinking, coding skills, and STEM concepts to young learners, offering practical strategies and resources for educators. This book covers topics such as curriculum development, educational technologies, and gamification, and is a useful resource for educators, teachers, administrators, scientists, computer engineers, academicians, and researchers.

Empowering Digital Education with ChatGPT

Empowering Digital Education with ChatGPT PDF Author: Mohamed Lahby
Publisher: CRC Press
ISBN: 1040152392
Category : Computers
Languages : en
Pages : 303

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Book Description
Recently, there has been a significant increase in the development and interest in applying generative AI across various domains, including education. The emergence of large language models (LLMs), such as the ChatGPT tool, fueled by advancements in generative AI, is profoundly reshaping education. The use of the ChatGPT tool offers personalized support, improves accessibility, and introduces innovative methods for students and educators to engage with information and learning materials. Furthermore, ChatGPT facilitates a wide range of language learning services, including language instruction, speech recognition, pronunciation feedback, and immersive virtual simulations for hands-on learning experiences. This book explores the transformative potential of the ChatGPT tool within education, shedding light on the opportunities that arise through the integration of the ChatGPT tool into various aspects of the learning process. It serves as a platform for the community to share cutting-edge research ideas concerning the use of the ChatGPT tool in digital education. Readers will discover how the ChatGPT tool can enhance student engagement, foster personalized learning experiences, facilitate intelligent tutoring systems, support virtual classroom interactions, and revolutionize assessment and feedback mechanisms.

Impacts of Generative AI on Creativity in Higher Education

Impacts of Generative AI on Creativity in Higher Education PDF Author: Fields, Ziska
Publisher: IGI Global
ISBN:
Category : Education
Languages : en
Pages : 564

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Book Description
Many educators in the realm of higher education face the critical challenge of fostering creativity in students using traditional teaching methods. In today's rapidly evolving world, these methods have become inadequate to nurture the innovative thinking demanded by modern society. Impacts of Generative AI on Creativity in Higher Education reveals a solution in the integration of generative AI into higher education. To revolutionize how we nurture and harness student creativity, the book explores the intersection of creativity, generative AI, and higher education with a fresh perspective and practical guidance for educators and institutions. It delves into the fundamental concepts of generative AI and its potential applications, providing educators with the tools to create more engaging and innovative learning environments.

Emerging Technologies for Securing the Cloud and IoT

Emerging Technologies for Securing the Cloud and IoT PDF Author: Ahmed Nacer, Amina
Publisher: IGI Global
ISBN:
Category : Computers
Languages : en
Pages : 385

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Book Description
In an age defined by the transformative ascent of cloud computing and the Internet of Things (IoT), our technological landscape has undergone a revolutionary evolution, enhancing convenience and connectivity in unprecedented ways. This convergence, while redefining how we interact with data and devices, has also brought to the forefront a pressing concern – the susceptibility of these systems to security breaches. As cloud services integrate further into our daily lives and the IoT saturates every aspect of our routines, the looming potential for cyberattacks and data breaches necessitates immediate and robust solutions to fortify the protection of sensitive information, ensuring the privacy and integrity of individuals, organizations, and critical infrastructure. Emerging Technologies for Securing the Cloud and IoT emerges as a comprehensive and timely solution to address the multifaceted security challenges posed by these groundbreaking technologies. Edited by Amina Ahmed Nacer from the University of Lorraine, France, and Mohammed Riyadh Abdmeziem from Ecole Nationale Supérieur d’Informatique, Algeria, this book serves as an invaluable guide for both academic scholars and industry experts. Its content delves deeply into the intricate web of security concerns, elucidating the potential ramifications of unaddressed vulnerabilities within cloud and IoT systems. With a pragmatic focus on real-world applications, the book beckons authors to explore themes like security frameworks, integration of AI and machine learning, data safeguarding, threat modeling, and more. Authored by esteemed researchers, practitioners, and luminaries, each chapter bridges the divide between theory and implementation, aiming to be an authoritative reference empowering readers to adeptly navigate the complexities of securing cloud-based IoT systems. A crucial resource for scholars, students, professionals, and policymakers striving to comprehend, confront, and surmount contemporary and future security challenges, this book stands as the quintessential guide for ushering in an era of secure technological advancement.

Computer Science and Educational Informatization

Computer Science and Educational Informatization PDF Author: Jianhou Gan
Publisher: Springer Nature
ISBN: 9819994993
Category : Computers
Languages : en
Pages : 461

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Book Description
These two volumes constitute the revised selected papers of the 5th International Conference, CSEI 2023, held in Kunming, China, during August 11–13, 2023. The 76 full papers and the 21 short papers included in this volume were carefully reviewed and selected from 297 submissions. They focus on computer science, education informatization and engineering education, innovative application for the deeper integration of education practice and information technology, educational informatization and big data for education.

Handbook of STEM Faculty Development

Handbook of STEM Faculty Development PDF Author: Sandra M. Linder
Publisher: IAP
ISBN:
Category : Education
Languages : en
Pages : 416

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Book Description
Faculty in the science, technology, engineering, and mathematics (STEM) disciplines face intensifying pressures in the 21st century, including multiple roles as educator, researcher, and entrepreneur. In addition to continuously increasing teaching and service expectations, faculty are engaged in substantive research that requires securing external funding, mentoring other faculty and graduate students, and disseminating this work in a broad range of scholarly outlets. Societal needs of their expertise include discovery, innovation, and workforce development. It is critical to provide STEM faculty with the professional development to support their complex roles and to base this development on evidence derived from research. This edited handbook provides STEM stakeholders with an opportunity to share studies and/or experiences that explore STEM faculty development (FD) in higher education settings. More specifically, we include work that examines faculty development planning, techniques/models, experiences, and outcomes focused on supporting the teaching, research, service, and leadership responsibilities of STEM faculty. The Handbook is suited for researchers and practitioners in STEM, STEM Education, Mathematics, Science, Technology, and Engineering disciplines. It is also suited towards faculty developers, higher education administrators, funding agencies, industry leaders, and the STEM community at large. This handbook is organized around three constructs (INPUTS, MECHANISMS, and OUTPUTS). The STEM faculty development inputs construct focuses on topics related to the characteristics of faculty members and institutions that serve as barriers or supports to the adoption and implementation of holistic STEM faculty development programs. Questions addressed in the handbook around this topic include: What barriers/supports exist for STEM faculty? How are these barriers/supports being addressed through STEM FD? How do contexts (e.g., economic, political, historical) influence faculty/administrative needs related to STEM FD? How do demographics (e.g., gender, ethnicity, age, family background) influence faculty/administrative needs related to STEM FD? The STEM faculty development mechanisms construct focuses on topics related to the actual implementation of STEM faculty development and we consider the potential models or structures of STEM faculty development that are currently in place or conceptualized in theory. Questions addressed in the handbook around this topic include: What are the processes for developing models of STEM FD? What are effective models of STEM FD? How is effectiveness determined? What roles do stakeholders (e.g., faculty, administration, consultants) play within STEM FD mechanisms? The STEM faculty development outputs construct focuses on how to best understand the influence of STEM faculty development on outcomes such as productivity, teacher quality, and identity in relation to faculty development. Questions addressed in the handbook around this topic include: How has STEM FD influenced higher education practices and settings? What are appropriate output measures and how are they used in practice? What collaborations emerge from STEM FD? How does STEM FD affect other STEM stakeholders (e.g. students, administration, business, community)? The aim for this handbook was to examine the multifaceted demands of faculty roles, and together with members of the STEM education community, envision pathways through which universities and individuals may support STEM colleagues, regardless of their experience or rank, to enjoy long and satisfying careers. Our hope is for these chapters to aid readers in deep reflection on challenges faculty face, to contemplate adaptations of models presented, and to draw inspiration for creating or engaging in new professional development programs. Chapters across this handbook highlight a variety of institutional contexts from 2-year technical colleges, to teaching-focused institutions, in addition to research-centric settings. Some chapters focus primarily on teaching and learning practices and offer models for improving STEM instruction. Others focus on barriers that emerge for STEM faculty when trying to engage in development experiences. There are chapters that examine tenure structures in relation to faculty development and how STEM FD efforts could support research endeavors. Mentorship and leadership models are also addressed along with a focus on equity issues that permeate higher education and impact STEM FD. It is our sincere hope that this Handbook sparks increased discourse and continued explorations related to STEM FD, and in particular, the intentional focus of faculty development initiatives to extend to the many facets of academic life.

Smart Education and e-Learning 2020

Smart Education and e-Learning 2020 PDF Author: Vladimir L. Uskov
Publisher: Springer Nature
ISBN: 9811555842
Category : Technology & Engineering
Languages : en
Pages : 610

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Book Description
This book contains the contributions presented at the 7th international KES conference on Smart Education and e-Learning (KES SEEL-2020), which being held as a virtual conference on June 17-19, 2020. It contains fifty three high quality peer-reviewed papers that are grouped into several interconnected parts: Part 1 – Smart Education, Part 2 – Smart e-Learning, Part 3 – Smart Pedagogy, Part 4 - Smart Education: Systems and Technology, Part 5 – Smart Education: Case Studies and Research, Part 6 - Smart University Development: Organizational and Managerial Issues, Part 7 - Smart Education and Smart Universities and their Impact on Students with Disabilities, Part 8 - Mathematical Models in Smart Education and e-Learning, and Part 9 - Models of Professional Practice in Higher Education. Smart education and smart e-learning are emerging and rapidly growing areas with the potential to transform existing teaching strategies, learning environments, and educational activities and technology in the classroom. Smart education and smart e-learning focus on enabling instructors to develop new ways of achieving excellence in teaching in highly technological smart classrooms, and providing students with new opportunities to maximize their success and select the best options for their education, location and learning style, as well as the mode of content delivery. This book serves as a useful source of research data and valuable information on current research projects, best practices and case studies for faculty, scholars, Ph.D. students, administrators, and practitioners – all those who are interested in smart education and smart e-learning.

Stem, steam, computational thinking and coding: Evidence-based research and practice in children’s development

Stem, steam, computational thinking and coding: Evidence-based research and practice in children’s development PDF Author: Stamatios Papadakis
Publisher: Frontiers Media SA
ISBN: 2832511686
Category : Science
Languages : en
Pages : 283

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Book Description