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EDUCAUSE Library Items for Data Mining

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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…
Enhancing Teaching and Learning Through Educational Data Mining and Learning Analytics: April 10, 2012

This issue brief describes data analytics and data mining in the commercial world and how similar techniques (learner analytics and educational data mining) are starting to be applied in educatio…
Leadership and Learning Analytics: November 26, 2012

Learning analytics enables a new level of data-driven decision making for the purpose of supporting students . Learning analytics is a collective institutional effort in every way: ide…
Learning Analytics: Institutional & Research Perspectives: January 9, 2012

Join us for this webinar on three institutional learning analytics projects with Mike Sharkey, Chris Brooks, and Simon Buckingham Shum. University of Phoenix With approximately 400…
Lessons from the Field: Making a Culture of Inquiry Work for You: February 6, 2012

Join Malcolm Brown, EDUCAUSE Learning Initiative director, and Veronica Diaz, ELI associate director, as they moderate this webinar with Rob Johnstone from the Research and Planning Group. The R…
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…
Sherpa: Increasing Student Success with a Recommendation Engine: February 24, 2012 | A session at the EDUCAUSE West/Southwest Regional Conference 2012
Students flock to online services like Amazon, Pandora, and Netflix that offer personalized recommendations in stark contrast to the "one size fits all" services in higher education. At t…
The Rise of Big Data in Higher Education*: March 22, 2012

“Big data” is the fine-grained information about customer experiences, organizational processes, and emergent trends generated as customers conduct normal business. The organization of t…

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