Learning Analytics, Educational Data Mining, Adaptive Learning
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Learning Analytics, Educational Data Mining, Adaptive Learning
Making sense of results and student activity
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From Learning to Data Analytics: Some Implications for IT Strategy and Transformation

From Learning to Data Analytics: Some Implications for IT Strategy and Transformation | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
A largely tacit redefinition of enterprise data prompted by the emergence of learning analytics is, in combination with new cloud technologies, openin
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Learning Analytics Explained – ANU Online Coffee Courses

Learning Analytics Explained – ANU Online Coffee Courses | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
The increasing use of technology for teaching and learning has led to a significant amount of data being collected on how learning occurs in today’s world. To capitalize on this rich data, Learning Analytics (LA) has emerged in recent years as an important field that enables the measurement, collection, analysis and reporting of educational data for the purpose of understanding and optimizing learning.
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Learning Analytics: How to Measure Employee Engagement

Learning Analytics: How to Measure Employee Engagement | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Here are some tips on how you can track the impact of learning activities.
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What College Professors Should Know About Learning Science

What College Professors Should Know About Learning Science | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Researchers are gaining a better understanding of how people learn—both what works and what doesn’t go so well—in the classroom. The next step is t
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Introduction to Analytics with Canvas (HE) - Canvas Network | Free online courses | MOOCs

The Canvas Network offers free online courses and classes from the world's leading universities. Find a MOOC and enroll now to get started on your new journey!
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Why Data and Analytics Matter—and Why They Matter Now

Why Data and Analytics Matter—and Why They Matter Now | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
At the 2019 Enterprise Summit, higher education IT, business and finance, and institutional research professionals gathered to explore the future and
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Analytics, Interrupted

Analytics, Interrupted | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Progress on data and analytics has stalled. EDUCAUSE is working with NACUBO and AIR to produce an analytics statement advocating for these important e
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21st-Century Analytics: New Technologies and New Rules

21st-Century Analytics: New Technologies and New Rules | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Today’s designers of data analytics systems are using thirty-year-old mental models around scarcity of compute and are thus crippling their designs, n
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Learning analytics in online learning: trying hard but need to do better. By Tony Bates

Learning analytics in online learning: trying hard but need to do better. By Tony Bates | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it

I have now covered all five main articles in the special August issue of the journal Distance Education on learning analytics (because it is not an open publication). These are:

1- analytics and learning design at the UKOU.
2- analytics and personality traits in a high school in China
3- analytics and gamification in an undergraduate course at a Hong Kong university
4- learning analytics to predict mastery using an online mathematics tutoring system
5- MOOCs and student data privacy: a sentiment analysis based on the terms of service of three MOOC providers. 


However, there are also two commentaries on the five articles in this issue, one by George Siemens and the other by Michael Jacobson. I will briefly discuss these commentaries then give my own overview of what the five papers suggest to me about the current use of learning analytics in online learning and distance education.

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Tara Magdalinski on Twitter: "LMS Learner Analytics cannot actually capture data on learning - only data points that relate to interactions with a screen. Furthermore, LA relies on a flawed assumpt...

'Learning' analytics
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Visualizing Academic Risk

Visualizing Academic Risk | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
After years of researching the factors that impact student success, Marist College developed an open source early alert dashboard that turns interventions into a proactive, rather than reactive, process.
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10 ways colleges use analytics to increase student success

10 ways colleges use analytics to increase student success | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
One of the keys to realizing student outcomes is using analytics to provide a best assessment on what will happen in the future.
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Data Visualisation Software

Data Visualisation Software | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Constellation is a visualisation and data analysis application enabling users to solve complex problems in a simple and intuitive way.
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Predictive Analytics in Pursuit of Student Success

Predictive Analytics in Pursuit of Student Success | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
We asked several leaders in the EDUCAUSE community where they currently stand on the use of predictive analytics for student success.
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Rolling Out Learning Analytics at a National Level

Rolling Out Learning Analytics at a National Level | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Implementing a learning analytics system across all higher education institutions in Wales provides a model for the opportunities for such services at
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10 Emerging Trends in Analytics Every CIO Should Know About

10 Emerging Trends in Analytics Every CIO Should Know About | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Augmented analytics and “explainable AI” are just two changes to data and analytics technology that should have "significant disruptive potential" over operations in the next three to five years.
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