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EDUCAUSE Library Items for Data Mining

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Writing a Data Management Plan: January 25, 2013

The University of Colorado at Boulder Libraries has created a useful page to assist in writing data management plans, which are now requried by funding agencies and are part of the grant applicat…
Curating for Quality: Ensuring Data Quality to Enable New Science: October 24, 2012

The National Science Foundation sponsored a workshop on September 10 and 11, 2012, in Arlington, Virginia on curating data, inviting Individuals from government, academic and industry settings …
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. …
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…
Sensitive Regulated Data: Permitted and Restricted Uses: July 18, 2012

The University of Michigan engages in research, teaching, clinical, and business activities that encompass a variety of sensitive regulated data. This standard defines permitted and restricted us…
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…
The Future of Big Data: July 20, 2012

This report, The Future of Big Data , from The Pew Research Center's Internet & American Life Project, surveyed internet experts and users on the collection and use of Big Data in the…
Planning for Big Data A CIO's Handbook to the Changing Data Landscape: April 4, 2012

In an age where everything is measurable, understanding big data is an essential. From creating new data-driven products through to increasing operational efficiency, big data has the p…
The State of Learning Analytics in 2012: A Review and Future Challenges: March 20, 2012

Author Rebecca Ferguson from the Open University's Knowledge Media Institute, provides a detailed look at the history of Learning Analytics research. "This review of the field begins…
The ‘Personalization’ of Higher Education: Using Technology to Enhance the College Experience: October 4, 2011

This brief from the Center for American Progress provides an overview of technology and industry change, a series of examples of technology innovations that are driving the “personalization”…

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