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Full-Text Articles in Education
Using Learning Analytics To Measure 21st-Century Skills, Dragan Gašević
Using Learning Analytics To Measure 21st-Century Skills, Dragan Gašević
2009 - 2019 ACER Research Conferences
The unprecedented opportunities to collect data about learning and contexts in which learning occurs has attracted great attention in education. The use of data analytics and machine learning methods have offered much potential to address many relevant questions in education. This talk will focus on the use of learning analytics to measure 21st-century skills in education and outline the types of data commonly used. It will also discuss approaches that are used for analysis and modelling of relevant learning processes and outline the ways in which learning analytics can be used to track learning progression and how the validity of …
Digital Literacy Skill Development: Prescriptive Learning Analytics Assessment Model, Elspeth Mckay
Digital Literacy Skill Development: Prescriptive Learning Analytics Assessment Model, Elspeth Mckay
2009 - 2019 ACER Research Conferences
There is a broad awareness of how information communications technology (ICT) digital literacy impacts everyday life. In schools, use of ICT tools has become mandatory. These tools include computers, tablets and mobile phones. These smart devices are used to send emails, browse the internet and make video calls. It is essential for teachers to identify student digital literacy levels through classroom activities and when to implement flexible ePedagogies for students who need help. This presentation will provide easy-to-follow steps to manage learning analytics to determine digital literacy skill levels. Learning analytics can be used for a range of purposes: to …