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Data Driven Approaches in Digital Education
  • Language: en
  • Pages: 635

Data Driven Approaches in Digital Education

  • Type: Book
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  • Published: 2017-09-04
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  • Publisher: Springer

This book constitutes the proceedings of the 12th European Conference on Technology Enhanced Learning, EC-TEL 2017, held in Tallinn, Estonia, in September 2017. The 24 full papers, 23 short papers, 6 demo papers, and 22 poster papers presented in this volume were carefully reviewed and selected from 141 submissions. The theme for the 12th EC-TEL conference on Data Driven Approaches in Digital Education' aims to explore the multidisciplinary approaches thateectively illustrate how data-driven education combined with digital education systems can look like and what are the empirical evidences for the use of datadriven tools in educational practices.

Practicable Learning Analytics
  • Language: en
  • Pages: 217

Practicable Learning Analytics

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.

Driving Quality Education Through AI and Data Science
  • Language: en
  • Pages: 690

Driving Quality Education Through AI and Data Science

  • Type: Book
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  • Published: 2025-02-13
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  • Publisher: IGI Global

Artificial intelligence (AI) and data science have the potential to address the challenges the education field faces. By integrating AI into the educational system, such as through personalized learning experiences to intelligent tutoring systems, AI can help tailor educational content to individual students' needs, improving engagement and outcomes. Data science can be used to analyze educational data, uncover insights, and inform decision-making. The result is that teachers may be given the tools and knowledge they need to excel in the classroom. This shift not only improves educational outcomes but also prepares students for a data-driven future. Driving Quality Education Through AI and Data Science explores how advancements in AI and data science can be utilized to enhance the quality of education. It provides insights, strategies, and best practices for leveraging AI and data science technologies to enhance teaching and learning. Covering topics such as data-driven decisions, at-risk students, and student performance prediction, this book is an excellent resource for educators, policymakers, professionals, researchers, scholars, academicians, and more.

Educating for a New Future: Making Sense of Technology-Enhanced Learning Adoption
  • Language: en
  • Pages: 670

Educating for a New Future: Making Sense of Technology-Enhanced Learning Adoption

This book constitutes the proceedings of the 17th European Conference on Technology Enhanced Learning, EC-TEL 2022, held in Toulouse, France, in September 2022. The 30 research papers and 31 demo and poster papers presented in this volume were carefully reviewed and selected from 109 submissions. Chapter “Learners’ Strategies in Interactive Sorting Tasks” is available open access under a CC BY 4.0 license.

Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium, Blue Sky, and WideAIED
  • Language: en
  • Pages: 360

Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium, Blue Sky, and WideAIED

This three-volume set CCIS 2590-2592 constitutes poster papers and late breaking results, workshops and tutorials, practitioners, industry and policy track, doctoral consortium, blue sky and wideAIED papers presented at the 26th International Conference on Artificial Intelligence in Education, AIED 2025, held in Palermo, Italy, during July 22–26, 2025. The 72 full papers and 73 short papers (72 of them presented as posters) presented in this book were carefully reviewed and selected from 296 submissions. They are organized in topical sections as follows: Part I: BlueSky; Practitioners, Industry and Policy; WideAIED; Doctoral Consortium. Part II: Late Breaking Results; Part III: Late Breaking Results; Workshops and Tutorials.

Methodologies and Intelligent Systems for Technology Enhanced Learning, 11th International Conference
  • Language: en
  • Pages: 292

Methodologies and Intelligent Systems for Technology Enhanced Learning, 11th International Conference

State-of-the-art and novel methodologies and technologies allow researchers, designers, and domain experts to pursue technology-enhanced learning (TEL) solutions targeting not only cognitive processes but also motivational, personality, or emotional factors. The International Conference in Methodologies and Intelligent Systems for Technology-Enhanced Learning (MIS4TEL'21) is hosted by the University of Salamanca and was held in Salamanca (Spain) from October 6–8, 2021. The annual appointment of MIS4TEL established itself as a consolidated fertile forum where scholars and professionals from the international community, with a broad range of expertise in the TEL field, share results and comp...

Technology-Enhanced Learning for a Free, Safe, and Sustainable World
  • Language: en
  • Pages: 456

Technology-Enhanced Learning for a Free, Safe, and Sustainable World

Chapters "Investigating the Role of Educational Robotics in Formal Mathematics Education: The Case of Geometry for 15-Year-Old Students" and "From Paper to Online: Digitizing Card Based Co-creation of Games for Privacy Education" are available open access under a Creative Commons Attribution 4.0 International License via springer.com.

Students' Expectations of Learning Analytics Across Europe
  • Language: en

Students' Expectations of Learning Analytics Across Europe

  • Type: Book
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  • Published: 2023
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  • Publisher: Unknown

Abstract: Learning Analytics (LA) is an emerging field concerned with measuring, collecting, and analysing data about learners and their contexts to gain insights into learning processes. As the technology of Learning Analytics is evolving, many systems are being implemented. In this context, it is essential to understand stakeholders' expectations of LA across Higher Education Institutions (HEIs) for large-scale implementations that take their needs into account. This study aims to contribute to knowledge about individual LA expectations of European higher education students. It may facilitate the strategy of stakeholder buy-in, the transfer of LA insights across HEIs, and the development of international best practices and guidelines. To this end, the study employs a 'Student Expectations of Learning Analytics Questionnaire' (SELAQ) survey of 417 students at the Goethe University Frankfurt (Germany) Based on this data, Multiple Linear Regressions are applied to determine how these ...

Technology Enhanced Learning for Inclusive and Equitable Quality Education
  • Language: en
  • Pages: 539

Technology Enhanced Learning for Inclusive and Equitable Quality Education

The two-volume set LNCS 15159 and 15160 constitutes the proceedings of 19th European Conference on Technology Enhanced Learning, EC-TEL 2024, which took place in Krems, Austria, in September 2024. The 37 full papers, 25 poster papers, and 10 demo papers presented in the proceedings were carefully reviewed and selected from 140 submissions for research papers, and 26 poster and 19 demo submissions. They focus on effective technology adoption in educational settings, ethical concerns, and the possible digital divide these technologies could create. The theme for the 2024 conference aimed to explore the role of Technology-Enhanced Learning (TEL) in this critical context and in achieving the United Nations’ Sustainable Development Goal for education: “Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all.”

Technology Enhanced Learning for Inclusive and Equitable Quality Education
  • Language: en
  • Pages: 297

Technology Enhanced Learning for Inclusive and Equitable Quality Education

The two-volume set LNCS 15159 and 15160 constitutes the proceedings of 19th European Conference on Technology Enhanced Learning, EC-TEL 2024, which took place in Krems, Austria, in September 2024. The 37 full papers, 25 poster papers, and 10 demo papers presented in the proceedings were carefully reviewed and selected from 140 submissions for research papers, and 26 poster and 19 demo submissions. They focus on effective technology adoption in educational settings, ethical concerns, and the possible digital divide these technologies could create. The theme for the 2024 conference aimed to explore the role of Technology-Enhanced Learning (TEL) in this critical context and in achieving the United Nations’ Sustainable Development Goal for education: “Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all.”