Practicable Learning Analytics
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Practicable Learning Analytics
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Author : Olga Viberg
language : en
Publisher: Springer Nature
Release Date : 2023-03-30
Practicable Learning Analytics written by Olga Viberg and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-30 with Education categories.
This book is about practicable learning analytics, that is able to become a successful part of practice, ultimately leading to improved learning and teaching. The aim of the book is to shift our perspective on learning analytics creation and implementation from that of “designing of” technology to that of “designing for” a system of practice. That is, any successful implementation of learning analytics requires a systematic approach, which the book explains through the lens of the Information Systems Artefact, constituting of the three interdependent artefacts: “technical”, “information” and “social”. The contributions of this book go beyond a consideration of particular humans such as teachers and students, and their individual activities to consider the larger systems of activity of which analytics become part of. The chapters included in this book present different cases of learning analytics implementation across countries, and the related opportunities and challenges related to generalizability of the results. The book is written for designers, students and educators of learning analytics who aim to improve learning and teaching through learning analytics.
Emergent Practices Of Learning Analytics In K 12 Classrooms
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Author : Kavaklı Ulutaş, Nurdan
language : en
Publisher: IGI Global
Release Date : 2023-12-29
Emergent Practices Of Learning Analytics In K 12 Classrooms written by Kavaklı Ulutaş, Nurdan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-29 with Education categories.
In the world of education, technology has revolutionized teaching and learning practices globally. However, the widespread adoption of technology, especially in response to Covid-19, has led to a deluge of data from students' digital footprints. The challenge lies in effectively using this data through learning analytics (LA) to optimize K-12 classroom practices. Emergent Practices of Learning Analytics in K-12 Classrooms, edited by Dr. Nurdan Kavaklı Ulutaş and Dr. Devrim Höl offers a comprehensive solution to these challenges. This book gathers academic scholars to explore practical perspectives on applying learning analytics in K-12 classrooms, combining qualitative and quantitative methodologies. Addressing topics such as predictive analytics, ethical considerations, and future directions, it empowers educators to make data-driven decisions, creating engaging learning experiences for improved student outcomes. By embracing the insights and recommendations presented in this book, academic scholars can confidently navigate the realm of learning analytics and shape the future of K-12 education.
Generative Intelligence And Intelligent Tutoring Systems
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Author : Angelo Sifaleras
language : en
Publisher: Springer Nature
Release Date : 2024-05-31
Generative Intelligence And Intelligent Tutoring Systems written by Angelo Sifaleras and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-31 with Education categories.
This book constitutes the refereed proceedings of the 20th International Conference on Generative Intelligence and Intelligent Tutoring Systems, ITS 2024, held in Thessaloniki, Greece, during June 10–13, 2024. The 35 full papers and 28 short papers included in this book were carefully reviewed and selected from 88 submissions. This book also contains 2 invited talks. They were organized in topical sections as follows: Generative Intelligence and Tutoring Systems; Generative Intelligence and Healthcare Informatics; Human Interaction, Games and Virtual Reality; Neural Networks and Data Mining; Generative Intelligence and Metaverse; Security, Privacy and Ethics in Generative Intelligence; and Generative Intelligence for Applied Natural Language Processing.
Theory Informing And Arising From Learning Analytics
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Author : Kathryn Bartimote
language : en
Publisher: Springer Nature
Release Date : 2024-12-28
Theory Informing And Arising From Learning Analytics written by Kathryn Bartimote and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-28 with Education categories.
Theory Informing and Arising from Learning Analytics delves into the dynamic intersection of learning theory and educational data analysis within the field of Learning Analytics (LA). This groundbreaking book illuminates how theoretical insights can revolutionize data interpretation, reshape research methodologies, and expand the horizons of human learning and educational theory. Organized into three distinct sections, it offers a comprehensive introduction to the role of theory in LA, features contributions from leading scholars who apply diverse theoretical frameworks to their research, and explores cutting-edge topics where new theories are emerging. A standout feature is the inclusion of three “in conversation” chapters, where expert panels dive into the topics of ethics, self-regulated learning, and qualitative computation, enriched by accompanying podcasts that provide fresh, thought-provoking perspectives. This book is an invaluable resource for researchers, sparking debates on the evolving role of theory in LA and challenging conventional epistemological views. Published by Springer, it is an essential read for both aspiring and seasoned scholars eager to engage with the forefront of LA research.
Learning With Generative Artificial Intelligence
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Author : Yizhou Fan
language : en
Publisher: Taylor & Francis
Release Date : 2025-06-20
Learning With Generative Artificial Intelligence written by Yizhou Fan and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-20 with Computers categories.
This book delves into the core of education’s digital transformation, presenting a thorough and empirical examination of generative artificial intelligence (GenAI)’s impact beyond the theoretical and fragmented insights prevalent in current discourse. Drawing from peer-reviewed and extensive empirical studies, the contributors aim to unveil the multifaceted effects of GenAI (particularly ChatGPT) on learning. They navigate through topics of interaction, assessment, emotion, effect and efficiency, meta-cognition, and ethics, offering a comprehensive exploration of GenAI’s educational implications. This book presents a closed loop of learning theory, multimodal data, and learning analytics technology. Furthermore, this book builds and proposes core conceptual models for future learning and identifies potential research directions. This book will serve as a foundational reference for educators seeking innovative learning and teaching methods and for researchers and technologists who seek to push the boundaries of educational technology and related areas.
The Language Of Digital Education
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Author :
language : en
Publisher: BRILL
Release Date : 2024-12-16
The Language Of Digital Education written by and has been published by BRILL this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-16 with Education categories.
This book presents concise definitions and illustrative contexts for many approaches, ideas, and paradigms related to digital education. Unlike existing glossaries that often focus solely on technical terminology, this resource uniquely integrates pedagogical, technological, and socio-cultural perspectives. It not only defines terms but also critically examines their implications for teaching and learning, providing a more holistic understanding of digital education. Contributors are: Isabel Balteiro, Miguel Ángel Campos-Pardillos, Ka Long Roy Chan, Salvatore Ciancitto, Liubov Darzhinova, Derya Duran, Georgios Ellinas, Stella Hadjistassou, Pascal Hohaus, Teppo Jakonen, Marjut Johansson, Merve Kıymaz, Ioannis Lefkos, Ruslana Margova, Claudia Mustroph, Maarit Mutta, Svitlana Nasakina, Liisa Peura, Alessandro Puglisi, Violeta Stojičić, Ralia Thoma, Outi Veivo, Johanathan Woodworth and Siyang Zhou.
Revitalizing Student Skills For Workforce Preparation
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Author : Huzooree, Geshwaree
language : en
Publisher: IGI Global
Release Date : 2024-09-16
Revitalizing Student Skills For Workforce Preparation written by Huzooree, Geshwaree and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-16 with Education categories.
Due to rapid technological advancements, evolving workplace structures, and a shift towards remote work, the nature of work is undergoing transformations influencing communication, work dynamics, and learning processes. Improving the skills of future workforces is now a necessity as the growth of work-skill misalignment and employability skills gaps becomes prevalent. Educational institutions must prepare students for the digital world by providing them with advanced knowledge and essential skills in modern technology. To positively shape the future workforce, effective solutions for skill revitalization should be explored. Revitalizing Student Skills for Workforce Preparation explores the intricacies of evolving and complex professional landscapes, including the challenges and opportunities of student skill development. The pivotal role of skill development in education is emphasized while delving into how effective skill education will shape the future workforce. This book covers topics such as digital technology, professional development, and emotional intelligence, and is a useful resource for educators, business professionals, and policymakers, academicians, researchers, and administrators.
Handbook Of Education Policy Research
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Author : Janelle Scott
language : en
Publisher: American Educational Research Association
Release Date : 2025-07-17
Handbook Of Education Policy Research written by Janelle Scott and has been published by American Educational Research Association this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-17 with Education categories.
The second edition of the Handbook of Education Policy Research—the largest volume published in AERA’s history—addresses a variety of policy and contextual issues in early childhood, K–12, and postsecondary education that have received extensive empirical attention during the past 15 years. With the pandemic and social turmoil as a backdrop, the editors build on the breadth and depth of the first edition while expanding the scope of the project to include subjects, methods, theories, and analyses that have contributed powerfully to the study of education policy and politics in the 2010s and 2020s. The field has become more comprehensive and inclusive, and the authors represent a diversity of racial/ethnic and gender identities and intellectual and disciplinary orientations. Most chapters come from multiple authors, reflecting the multi-sourced development of research in education policy since the first volume was published. This compilation consists of 70 chapters and nine commentaries that map past, present, and future directions of the field and richly attend to critical issues of interest to students, researchers, policy makers, and practitioners.
Learning Analytics For Achieving Quality Assurance In Higher Learning Institutions
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Author : Soo Mang Lim
language : en
Publisher: Taylor & Francis
Release Date : 2024-11-20
Learning Analytics For Achieving Quality Assurance In Higher Learning Institutions written by Soo Mang Lim and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-20 with Education categories.
This book explores Learning Analytics (LA) programmes and practices in Malaysia as well as looking at the underlying forces, dilemmas and policy challenges for quality assurance in higher education institutions (HEIs). This chapters provide a comprehensive discussion of trends in academic quality assurance in higher education. It articulates a combination of theoretical issues and empirical analysis and offers a comprehensive guide to stakeholders in Management and Faculty on LA implementation in HEIs where the model in this book can be used to pave the way for a successful LA initiative. Learning Analytics is an emerging multidisciplinary technological practice with the ultimate goal of producing effective learning to improve students’ achievement in the tertiary level. The Learning Analytics model of Quality Assurance in this book is an essential guide for any faculty or manager in higher education, or researchers in higher education and learning analytics.
Visual Analytics Fundamentals
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Author : Lindy Ryan
language : en
Publisher: Addison-Wesley Professional
Release Date : 2023-05-29
Visual Analytics Fundamentals written by Lindy Ryan and has been published by Addison-Wesley Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-29 with Computers categories.
Master the Fundamentals of Modern Visual Analytics--and Craft Compelling Visual Narratives in Tableau! Do you need to persuade or inform people? Do you have data? Then you need to master visual analytics and visual storytelling. Today, the #1 tool for telling visual stories with data is Tableau, and demand for Tableau skills is soaring. In Visual Analytics Fundamentals, renowned visual storyteller and analytics professor Lindy Ryan introduces all the fundamental visual analytics knowledge, cognitive and perceptual concepts, and hands-on Tableau techniques you'll need. Ryan puts core analytics and visual concepts upfront, so you'll always know exactly what you're trying to accomplish and can apply this knowledge with any tool. Building on this foundation, she presents classroom-proven guided exercises for translating ideas into reality with Tableau 2022. You'll learn how to organize data and structure analysis with stories in mind, embrace exploration and visual discovery, and articulate your findings with rich data, well-curated visualizations, and skillfully crafted narrative frameworks. Ryan's insider tips take you far beyond the basics--and you'll rely on her expert checklists for years to come. Communicate more powerfully by applying scientific knowledge of the human brain Get started with the Tableau platform and Tableau Desktop 2022 Connect data and quickly prepare it for analysis Ask questions that help you keep data firmly in context Choose the right charts, graphs, and maps for each project--and avoid the wrong ones Craft storyboards that reflect your message and audience Direct attention to what matters most Build data dashboards that guide people towards meaningful outcomes Master advanced visualizations, including timelines, Likert scales, and lollipop charts This book has only one prerequisite: your desire to communicate insights from data in ways that are memorable and actionable. It's for executives and professionals sharing important results, students writing reports or presentations, teachers cultivating data literacy, journalists making sense of complex trends. . . . practically everyone! Don't even have Tableau? Download your free trial of Tableau Desktop and let's get started!