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Learning analytics: Where information science and the learning sciences meet
SD Teasley - Information and Learning Sciences, 2019 - emerald.com
Purpose The explosive growth in the number of digital tools utilized in everyday learning
activities generates data at an unprecedented scale, providing exciting challenges that cross …
activities generates data at an unprecedented scale, providing exciting challenges that cross …
The Politics of Learning Analytics: On Being 'Measured'
R Al-Mahmood - Adoption of data analytics in higher education learning …, 2020 - Springer
This chapter reviews the politics of learning analytics (LA) in universities to frame it as
ethically charged towards a responsible and more nuanced LA in being measured. In the …
ethically charged towards a responsible and more nuanced LA in being measured. In the …
Understanding the role of AI and learning analytics techniques in addressing task difficulties in STEM education
This chapter provides a discussion of the notion of task difficulty, and outlines the key
challenges inherent in defining and evaluating task difficulty in digital learning environments …
challenges inherent in defining and evaluating task difficulty in digital learning environments …
Building an evidence base for teaching and learning design using learning analytics
This two-year research project aimed to promote positive changes to tertiary teaching and
learning design practice. Recent developments have made the prospect of using students' …
learning design practice. Recent developments have made the prospect of using students' …
Text analytic tools to illuminate student learning
Learning analytics promises both insight and, in the absence of theory and context,
obfuscation. In this chapter, we develop an argument for teachers to re-conceptualise the …
obfuscation. In this chapter, we develop an argument for teachers to re-conceptualise the …
Post-traditional learning analytics: How data and information technology transform learning environment
A Amigud - Emerging trends in learning analytics, 2019 - brill.com
The educational environment can be delineated into two paradigms—traditional with its
brick and mortar schools, and post-traditional, where communication technologies bridge …
brick and mortar schools, and post-traditional, where communication technologies bridge …