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'Just Playing around with Excel and Pivot Tables' -- The Realities of Data-Driven Schooling
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Selwyn, Neil – Research Papers in Education, 2022
Schools now face considerable pressure to be using educational data to inform decision-making and become more efficient. Key to this rise of the 'data-driven' school is the increased use of digital technologies -- with computer-based data processing fuelling hopes for the technology-driven 'smart schooling' and a general 'datafication' of…
Descriptors: Data Use, Decision Making, Computer Uses in Education, Foreign Countries
A Bibliometric Analysis of Soft Computing Technology Applications Trends and Characterisation in Educational Research: Africa
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Isaac Kofi Nti; Faiza Umar Bawah; Juanita Ahia Quarcoo; Favour Kalos – Africa Education Review, 2022
Computers in education, along with soft-computing technology applications, have revolutionised global interconnectedness and the need for a well-educated workforce. Many studies worldwide explore technology in education, often relying on systematic reviews, though concerns about selection bias have emerged. This article takes a different approach,…
Descriptors: Bibliometrics, Computer Uses in Education, Artificial Intelligence, Educational Research
Theorising Machine Learning as an Alternative Pathway for Higher Education in Africa
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Fomunyam, Kehdinga George – International Journal of Education and Practice, 2020
Machine learning technology is currently a new frontier for higher education globally, and the African higher education system needs to change in tandem with this technological trend in order to combat challenges faced by the system. These challenges include lack of institutional research to discover new knowledge, unfavorable methods of…
Descriptors: Foreign Countries, Electronic Learning, Higher Education, Educational Technology
Qualitative Learning Analytics to Detect Students' Emotional Topography on EduOpen
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Loperfido, Fedela Feldia; Dipace, Anna; Scarinci, Alessia – Research on Education and Media, 2018
What emotions can students experience in digitally mediated learning processes? In this paper, we connect Learning Analytics to the Grounded Theory in order to analyse the emotional world of students of 11 courses within the EduOpen (www.eduopen.org) massive open online course (MOOC) platform. Namely, we have used NVivo 11 Plus software and have…
Descriptors: Learning Analytics, Emotional Experience, Psychological Patterns, Online Courses
Digital Turn in Schools--Research, Policy, Practice: Proceedings of ICEM 2018 Conference. Lecture Notes in Educational Technology
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Väljataga, Terje, Ed.; Laanpere, Mart, Ed. – Lecture Notes in Educational Technology, 2019
This volume is a compilation of selected papers that were presented at the annual conference of the International Council of Educational Media (ICEM) in Tallinn, Estonia, on September 5 - 7, 2018. The book reports on recent interdisciplinary research and innovative practices regarding school-wide implementation of digital innovation and connects…
Descriptors: Educational Media, Computer Uses in Education, Educational Innovation, Educational Technology
Frontiers of Cyberlearning: Emerging Technologies for Teaching and Learning. Lecture Notes in Educational Technology
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Spector, Michael, Ed.; Kumar, Vivekanandan, Ed.; Essa, Alfred, Ed.; Huang, Yueh-Min, Ed.; Koper, Rob, Ed.; Tortorella, Richard A. W., Ed.; Chang, Ting-Wen, Ed.; Li, Yanyan, Ed.; Zhang, Zhizhen, Ed. – Lecture Notes in Educational Technology, 2018
This book demonstrates teachers' and learners' experiences with big data in education; education and cloud computing; and new technologies for teacher support. It also discusses the advantages of using these frontier technologies in teaching and learning and predicts the future challenges. As such, it enables readers to better understand how…
Descriptors: Educational Technology, Technological Advancement, Data Use, Technology Uses in Education