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EDUCAUSE Library Items for Data Mining

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7 Things You Should Know About First-Generation Learning Analytics: December 6, 2011

Learning analytics (LA) applies the model of analytics to the specific goal of improving learning outcomes. LA collects and analyzes the “digital breadcrumbs” that students leave as th…
Analytics for Enterprise Efficiency and Effectiveness: July 26, 2012

Analytics: A 3 Day Sprint - July 26th, 2012 How is analytics used in the enterprise area? What kinds of data governance, policies and infrastructure need to be in place to ensure effective…
Big Data's Arrival: February 6, 2012

This article from Inside Higher Ed by Paul Fain describes a WECT research project tracking students taking online courses. The research shows how tracking certain variables proves the usefulness…
Bootstrapping Your Analytics: October 3, 2011

Join Malcolm Brown, EDUCAUSE Learning Initiative director, and Veronica Diaz, ELI associate director, as they moderate this webinar with Vernon Smith, vice president of academic affairs at Rio S…
Building Organizational Capacity for Analytics: February 25, 2013

Optimizing student success is the “killer app” for analytics in higher education . Intelligent investments in optimizing student success garner wide support and have a strong, justifia…
Defining IT's Role in Mission-Critical Retention Initiatives: December 15, 2010

Key Takeaways Gaps in critical student success and retention initiatives create the opportunity for IT departments to take a leadership role in obtaining the necessary information and techn…
New ELI 7 Things... Explores First-Generation Learning Analytics: December 15, 2011

Learning analytics (LA) applies the model of analytics to the specific goal of improving learning outcomes. LA collects and analyzes the “digital breadcrumbs” that students leave as th…
On the Horizon: The Power and Potential of Analytics: July 23, 2012

“We are at the dawn of an era in which educators have the potential to harness technology to produce a dramatic change in student achievement. Although visionaries have been promising for y…
Opening the Door to New Possibilities Through the Use of Analytics: February 16, 2011 | A session at the ELI Annual Meeting 2011
Since the time of "intelligent tutoring systems," educational technologists have explored methods to improve learning. Today with the emergence of analytics, an exciting set of tools is b…
Tune In February 1 -- Leaping the Chasm: Moving from Buzzwords to Implementation of Learning Analytics*: January 27, 2012

This free hour-long session, “ Leaping the Chasm: Moving from Buzzwords to Implementation of Learning Analytics ,” will explore the roots of learning analytics as well as the context in wh…

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