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EDUCAUSE Library Items for Data Mining

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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 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…
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…
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…
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…
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…
Using Predictive Analytics to Improve Student Success - Sponsored by IHD ServiceDesk: November 7, 2012 | A session at the EDUCAUSE 2012 Annual Conference
As provost of a regional university, Tristan Denley has pioneered a wide variety of initiatives to improve college completion and students' academic success. These ideas stretch from institu…

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