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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…
Big Data for Education: Data Mining, Data Analytics, and Web Dashboards: September 13, 2012

In this Brookings Institution report, author Darrell West, examines the potential for improved research, evaluation, and accountability through data mining, data analytics, and web dashboards. …
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…
Colleges Mine Data to Tailor Students' Experience: December 12, 2011

"Educators have long held that the interactions between students and professors defy simple reduction. Yet in several areas of campus life, colleges are converting the student experience in…
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…
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…

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