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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Rescooped by Peter Mellow from disruptive technolgies
May 5, 2016 9:04 PM
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5 Ways to Improve Organizational Learning with Big Data Analytics | SmartData Collective

5 Ways to Improve Organizational Learning with Big Data Analytics | SmartData Collective | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Some things can never change when the concept of internet boom is taken into account. Since the dawn of human civilization, data has been at the forefront — dominating every piece of innovation. Over the period of centuries, we have evolved and so has the information sources— resulting in the emergence of ecommerce boon.

Via Marc Wachtfogel, Ph.D., Pauline Farrell
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Scooped by Kim Flintoff
May 3, 2016 9:12 AM
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What teachers want in a data dashboard

What teachers want in a data dashboard | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
The data dashboard has become more sophisticated, but it is still only one lens through which educators should view their students
When Amber Teamann was a teacher in Garland, Texas, seven years ago, her use of data to help guide her instruction was fairly limited.

“Based on the programs I was using, I could evaluate how to differentiate instruction for my students,” she said. But tracking how well her students were meeting specific grade-level standards at any moment during the year wasn’t an option for her at that time, nor was looking at larger trends until after the school year had ended.
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Scooped by Peter Mellow
April 25, 2016 9:40 PM
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Data collected about student behaviour doesn't help improve teaching or learning

Data collected about student behaviour doesn't help improve teaching or learning | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Schools and universities pump lots of time and money into collecting data on learning analytics, but there is no research to show that such data actually helps to improve learning outcomes.
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Scooped by Peter Mellow
April 5, 2016 6:49 PM
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Why You Shouldn't Settle for Education Data That is Too Hard to Understand

Why You Shouldn't Settle for Education Data That is Too Hard to Understand | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Jenny Rankin in her TEDxTUM Talk on Education Data puts forward various examples on how heroes effectively used data to communicate various messages..
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Rescooped by Peter Mellow from Learning & Mind & Brain
March 30, 2016 6:39 PM
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The Death of Testing and the Rise of Learning Analytics

The Death of Testing and the Rise of Learning Analytics | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it

Some of us have assessed the situation, & the prognosis is not good for the test. We might be witnessing the death of testing.


I know that it is sad news for some, but more than a few of us have assessed the situation, and the prognosis is not good for our friend (or perhaps the arch enemy to others of us), the test. We might be witnessing the death of testing. Tests are not going away tomorrow or even next year, but their value will fade over the upcoming years until, finally, tests are, once and for all, a thing of the past. At least that is one possible future.


Via Elizabeth E Charles, Miloš Bajčetić
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Laurent Picard's curator insight, March 28, 2016 6:20 PM
Interesting article
Dean J. Fusto's curator insight, March 28, 2016 7:49 PM
Interesting article
michel verstrepen's curator insight, March 29, 2016 1:45 AM
Interesting article
Scooped by Peter Mellow
March 16, 2016 5:34 PM
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The Two Worlds of Learning Analytics

In institutional core data, a course boils down to one data point per learner: the grade. In course management systems, a course easily produces five orders of magnitude more data points per learner. Do we really need two worlds of learning analytics?
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Scooped by Peter Mellow
March 8, 2016 4:55 PM
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Instructure Opens Up Canvas Network Data -- Campus Technology

Instructure Opens Up Canvas Network Data -- Campus Technology | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Researchers can now access de-identified learning data from more than 230 massive open online courses (MOOCs) hosted on Instructure's Canvas Network.
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Scooped by Peter Mellow
February 25, 2016 4:38 PM
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Laying the Groundwork for Big Data -- Campus Technology

Laying the Groundwork for Big Data -- Campus Technology | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Three higher ed chief data officers discuss the state of analytics at their institutions.
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Scooped by Peter Mellow
February 16, 2016 4:23 PM
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Analyzing Analytics at the University | GradHacker

Analyzing Analytics at the University | GradHacker | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
How can the statistics we're gathering about our classrooms help us to become more effective teachers?
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Scooped by Peter Mellow
February 9, 2016 6:04 PM
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Making the most of data is everybody's responsibility

Making the most of data is everybody's responsibility | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
A recent report shows the potential for learning analytics in higher education, says Jisc chief executive Paul Feldman
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Scooped by Kim Flintoff
February 2, 2016 9:47 PM
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The Web We Need to Give Students — Bright — Medium

The Web We Need to Give Students - Bright - Medium
“Giving students their own digital domain is a radical act. It gives them the ability to work on the Web and with the Web.”
By Audrey Watters

Student privacy has become one of the hottest issues in education, with some 170 bills proposed so far this year that would regulate it. These legislative efforts stress the need to protect students when they’re online, safeguarding their data from advertisers as well as from unscrupulous people and companies. There’s some pushback against these proposals too, with arguments that restrictions on data might hinder research or the development of learning analytics or data-driven educational software.
Kim Flintoff's insight:

Giving students control of their own data....

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Rescooped by Peter Mellow from disruptive technolgies
January 20, 2016 9:51 PM
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Visions of the Future of Learning Analytics

Eight visions of the future of learning analytics, created as a way of exploring possible futures by the LACE (Learning Analytics Community Exchange) Project, …

Via Ana Cristina Pratas, Marc Wachtfogel, Ph.D., Pauline Farrell
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Scooped by Peter Mellow
January 8, 2016 6:30 PM
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Changing approach to education with predictive learning analytics - Blackboard Blog

Changing approach to education with predictive learning analytics - Blackboard Blog | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Phill Miller, VP of International Open Source Services, shares why learning analytics will be a powerful force in changing the way we approach education. 
Peter Mellow's insight:

Thanks to Gordon Cunningham for this link.

Carlos Rodrigues Cadre's curator insight, January 9, 2016 7:35 AM

adicionar sua visão ...

Scooped by Peter Mellow
May 5, 2016 7:08 PM
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Responsible Use of Student Data | Ithaka S+R

Responsible Use of Student Data | Ithaka S+R | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
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Scooped by Peter Mellow
April 26, 2016 8:09 AM
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ECAR Update: New Institutional and Learning Analytics Reports

ECAR Update: New Institutional and Learning Analytics Reports | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
ECAR Update: New Institutional and Learning Analytics Reports
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Scooped by Peter Mellow
April 5, 2016 7:57 PM
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"Get out of my way and let me learn"

"Get out of my way and let me learn" | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
The Degreed debrief provides a very loud call to action: spend less time worrying about the tracking of learning and more time in facilitating learning. 
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Scooped by Peter Mellow
April 5, 2016 6:35 PM
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Data Storytelling: The Essential Data Science Skill Everyone Needs - Forbes

Data Storytelling: The Essential Data Science Skill Everyone Needs - Forbes | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Data visualization expert Stephen Few said, “Numbers have an important story to tell. They rely on you to give them a clear and convincing voice.” With the influx of data and introduction of self-service analytics tools, we're going to need more people capable of communicating insights effectively. The next generation of data storytellers will not be limited to just analysts and data scientists. Everyone will need to know how to tell a story with numbers.
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Rescooped by Peter Mellow from Educational Leadership
March 29, 2016 5:08 PM
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U of California at San Diego's early warning system aims to boost four-year graduation rate

U of California at San Diego's early warning system aims to boost four-year graduation rate | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
U of California at San Diego's new early warning system aims to condense millions of data points into a simple metric showing whether students will graduate on time.
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Scooped by Peter Mellow
March 15, 2016 5:46 PM
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Report Recommends Ways for Higher Education Leaders to Harness Data to Improve Student Outcomes and Innovate With Integrity

Report Recommends Ways for Higher Education Leaders to Harness Data to Improve Student Outcomes and Innovate With Integrity | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
The American Council on Education’s (ACE) Center for Policy Research and Strategy (CPRS) released a new report with support from TIAA Institute, “Evolving Higher Education Business Models: Leading with Data to Deliver Results.”
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Scooped by Peter Mellow
March 2, 2016 6:27 AM
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Bricks to Clicks: from recommendation to action

Bricks to Clicks: from recommendation to action | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
If you’ve been working in higher education (HE) for a while, you’ll know that the latest Higher Education Commission (HEC) report ‘From Bricks to Clicks: the Potential of Data and Analytics in Higher Education’ is welcome research.  It brings into the spotlight the conversation about the strategic role that data and digital can play in HE.
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Scooped by Kim Flintoff
February 18, 2016 8:57 PM
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MAKING DATA WORK | Teachers Know Best - K-12 Education

MAKING DATA WORK | Teachers Know Best - K-12 Education | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it

We spoke with dozens of educators across a range of schools—from mainstream to technology-forward—and we conducted an online survey with a nationally representative sample of 4,600 public school teachers.

This study explores four questions:

• What do teachers believe about data-driven instruction and the tools that support it?
• How do teachers use data to tailor instruction?
• What are key challenges with the tools that support data-driven instruction?
• What do teachers need to make data work to inform instruction in the classroom?

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Scooped by Kim Flintoff
February 10, 2016 6:39 AM
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Is it worth training faculty in student engagement? - eCampus News

Is it worth training faculty in student engagement? - eCampus News | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Penn State uses hard data to see if faculty professional development in student engagement actually makes a difference.


How can institutions know whether or not professional development (PD) programs for faculty are effective? And does student engagement increase when faculty complete PD courses aimed at promoting student engagement in the online learning environment? According to one large university, PD in student engagement makes a significant difference…when applied in practice.

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Scooped by Kim Flintoff
February 4, 2016 9:57 PM
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This Chart Shows the Promise and Limits of ‘Learning Analytics’

This Chart Shows the Promise and Limits of ‘Learning Analytics’ | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Taking a college course is a journey, and each student ends up charting a unique path through the assigned materials — bits of lectures that resonate, chance conversations with classmates, the parts of a textbook actually consumed.


With more courses happening online, colleges now can track those individual journeys more precisely. Such tracking is known as "learning analytics," and it’s how administrators at Utah State University created a single graphic that depicts all the student activity from a recent online course. When I met one of the top officials from the university at the big ed-tech conference held by Educause, this image is what he was excited to show me, as if it held the solution to a longstanding riddle he was working to decode. He called it "the spider graphic."

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Scooped by Peter Mellow
January 28, 2016 6:34 PM
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Unlocking Predictive Analytics to Improve Student Engagement and Retention -- Campus Technology

Unlocking Predictive Analytics to Improve Student Engagement and Retention -- Campus Technology | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
The year 2015 was a turning point for data analytics technology. Now is the time for higher education institutions to put data to use and give students the advising support they need to succeed.   
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Scooped by Peter Mellow
January 11, 2016 10:03 PM
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Administrators devise 6 ways to boost online course enrollment - eCampus News

Administrators devise 6 ways to boost online course enrollment - eCampus News | Learning Analytics, Educational Data Mining, Adaptive Learning | Scoop.it
Extended campus sees initial enrollment spike thanks to a six-part, administer-led strategy.
Peter Mellow's insight:

Another use for analytics.

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