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Data Administration and Management [x]
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Information Systems and Services (49)
Analytics (43)
Data Mining (25)
Learning Analytics (17)
Academic Analytics (15)
Enterprise Information Systems (14)
Student Success (13)
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EDUCAUSE Library Items for Data Administration and Management

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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…
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 …
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. …
Enterprise IT, E-Learning, and Transformation: Prospects in Higher Education: October 3, 2012

Which way to Millinocket? " Well, you can go west to the next intersection ," a Mainer explains, ". . . get onto the turnpike, go north through the toll gate at Augusta, �…
Analytics 3-Day Sprint - Summary: August 20, 2012

This brief summarizes the main themes from the EDUCAUSE Analytics Sprint, held July 24–26, 2012. Presenters and participants exchanged ideas and information via webinars, online conversations, …
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…
Virtualization Increases Institutional Knowledge of Student Learning Activities: July 18, 2012

Abelardo Pardo is Associate Professor at the University Carlos III of Madrid. Key Takeaways By asking students to install a virtual appliance (a computer within…

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