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EDUCAUSE Library Items for Data Mining

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Data Analytics: March 19, 2013 | A session at the Midwest Regional Conference
March 19, 2013 MWRC13_281984 …
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…
Faculty Reporting Systems: Expectations vs. Realities: March 19, 2013 | A session at the Midwest Regional Conference
Faculty activity reporting systems are used to collect data regarding academic endeavors for promotion, merit, and reporting purposes. Recent attention on accountability, accreditation, and analyti…
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…
IT Infrastructure to Support Analytics: Laying the Groundwork for Institutional Analytics: October 23, 2012

Analytics has become a hot topic in the educational community, and several key questions must be addressed concerning the infrastructure of an analytics program. These issues include the …
From Innovation Clusters to Datapalooza: Accelerating Innovation in Educational Technology: November 1, 2012

Richard Culatta is the Deputy Director of the Office of Educational Technology at the U.S. Department of Education. Education in the United States is entering a very exciting moment. For …
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. …
Austin Peay State University: Degree Compass: September 5, 2012

This case study from the EDUCAUSE book Game Changers describes the Degree Compass course recommendation system implemented at Austin Peay State University. The system adv…
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…
Can Big Data Help Universities Tackle Security, BYOD?: July 31, 2012

Universities have some of the most complex IT infrastructures around, and BYOD is a reality they can't escape. Chief Security Officers at universities are increasingly turning to Big Data an…

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