Learning Analytics Fundaments Applications And Trends

Author: Alejandro Peña-Ayala
Editor: Springer
ISBN: 9783319529769
File Size: 31,86 MB
Format: PDF, ePub, Mobi
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This book provides a conceptual and empirical perspective on learning analytics, its goal being to disseminate the core concepts, research, and outcomes of this emergent field. Divided into nine chapters, it offers reviews oriented on selected topics, recent advances, and innovative applications. It presents the broad learning analytics landscape and in-depth studies on higher education, adaptive assessment, teaching and learning. In addition, it discusses valuable approaches to coping with personalization and huge data, as well as conceptual topics and specialized applications that have shaped the current state of the art. By identifying fundamentals, highlighting applications, and pointing out current trends, the book offers an essential overview of learning analytics to enhance learning achievement in diverse educational settings. As such, it represents a valuable resource for researchers, practitioners, and students interested in updating their knowledge and finding inspirations for their future work.
Learning Analytics: Fundaments, Applications, and Trends
Language: en
Pages: 303
Authors: Alejandro Peña-Ayala
Categories: Computers
Type: BOOK - Published: 2017-02-28 - Publisher: Springer

This book provides a conceptual and empirical perspective on learning analytics, its goal being to disseminate the core concepts, research, and outcomes of this emergent field. Divided into nine chapters, it offers reviews oriented on selected topics, recent advances, and innovative applications. It presents the broad learning analytics landscape and
Learning Analytics: Fundaments, Applications, and Trends
Language: en
Pages: 303
Authors: Alejandro Peña-Ayala
Categories: Technology & Engineering
Type: BOOK - Published: 2017-02-17 - Publisher: Springer

This book provides a conceptual and empirical perspective on learning analytics, its goal being to disseminate the core concepts, research, and outcomes of this emergent field. Divided into nine chapters, it offers reviews oriented on selected topics, recent advances, and innovative applications. It presents the broad learning analytics landscape and
Adoption of Data Analytics in Higher Education Learning and Teaching
Language: en
Pages: 434
Authors: Dirk Ifenthaler, David Gibson
Categories: Education
Type: BOOK - Published: 2020-08-10 - Publisher: Springer Nature

The book aims to advance global knowledge and practice in applying data science to transform higher education learning and teaching to improve personalization, access and effectiveness of education for all. Currently, higher education institutions and involved stakeholders can derive multiple benefits from educational data mining and learning analytics by using
Opening Up Education for Inclusivity Across Digital Economies and Societies
Language: en
Pages: 352
Authors: Ordóñez de Pablos, Patricia, Lytras, Miltiadis D., Zhang, Xi, Chui, Kwok Tai
Categories: Education
Type: BOOK - Published: 2019-03-15 - Publisher: IGI Global

The evolution of information technologies, mobile devices, and social media as well as the needs of students, workers, and academics have experienced rapid changes in the past several years. This complex and dynamic reality requires new forms of delivery of learning content to students, the building of special learning environments,
Visualizations and Dashboards for Learning Analytics
Language: en
Pages: 611
Authors: Muhittin Sahin, Dirk Ifenthaler
Categories: Education
Type: BOOK - Published: 2021-12-16 - Publisher: Springer Nature

This edited volume fills the gaps in existing literature on visualization and dashboard design for learning analytics. To do so, it presents critical tips to stakeholders and acts as guide to efficient implementation. The book covers the following topics: visualization and dashboard design for learning analytics, visualization and dashboard preferences