Introduction to the Special Issue on Learning Analytics

Author:

Haythornthwaite Caroline1,de Laat Maarten2,Dawson Shane3

Affiliation:

1. University of British Columbia, Vancouver, Canada

2. Open Universiteit of the Netherlands, Heerlen, Netherlands

3. University of South Australia, Adelaide, Australia

Abstract

This introduction to the special issue on learning analytics provides an overview of the area, acknowledging the research traditions it emerges from, such as computer-supported collaborative learning, academic analytics, and educational data mining, and the way the field aims to bridge from technological innovation to learning purposes. The introduction provides examples of areas and educational stakeholders who are served by and can benefit from learning analytics initiatives, referring throughout to the articles in this special issue.

Publisher

SAGE Publications

Subject

General Social Sciences,Sociology and Political Science,Education,Cultural Studies,Social Psychology

Reference31 articles.

Cited by 17 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. University Admission Prediction Using Google Vertex AI;2022 First International Conference on Artificial Intelligence Trends and Pattern Recognition (ICAITPR);2022-03-10

2. Closing the chasm between virtual and physical delivery for innovative learning spaces using learning analytics;The International Journal of Information and Learning Technology;2021-01-26

3. Learning Analytics for Student Success at University: Trends and Dilemmas;The Educational Intelligent Economy: Big Data, Artificial Intelligence, Machine Learning and the Internet of Things in Education;2019-11-25

4. Implementation of a Learning Analytics System in a Productive Higher Education Environment;Emerging Trends in Learning Analytics;2019-04-16

5. Analytical Indicators for Profiling and Improving Engagement and Success of Vulnerable Participants;Emerging Trends in Learning Analytics;2019-04-16

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