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EDUCAUSE Library Items for Data Mining

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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…
Leveraging CMS Usage Data to Raise Awareness of Underperforming Students: November 5, 2009 | A session at the EDUCAUSE 2009 Annual Conference
UMBC students earning a D or F tend to use the course management system 35 percent less than peers earning a C or higher. But now a custom tool allows all students to compare their activity (and gr…
Ask Good Questions by Starting with Key Decisions: November 17, 2008

© 2008 Deborah Keyek-Franssen and Charlotte Briggs. The text of this article is licensed under the Creative Commons Attribution-Noncommercial-No Derivative Works 3.0 license ( http://creativeco…
Show Them the Data: How Publishing Course Usage Stats Can Change Faculty Support (Research-based): January 29, 2008 | A session at the ELI Annual Meeting 2008
UMBC has published online reports showing by discipline and by instructor which Blackboard courses are most active. Initial feedback suggests that regularly publishing these simple but effective re…
Mining User Data: Getting the Most Out of Your CMS: January 15, 2008 | A session at the EDUCAUSE Mid-Atlantic Regional Conference 2008
Learn how Hofstra University and the University of Maryland, Baltimore County, developed custom reports to shine light on how students and faculty are using Blackboard as well as what they are doin…
Using Business Intelligence to Gain a Strategic Advantage in College Admissions: October 24, 2007 | A session at the EDUCAUSE 2007 Annual Conference
Florida State University has used business intelligence to reengineer much of our admissions processes, including decision processing, back-office workflow, data auditing, and reporting. Leveraging…
Data Mining as an Emerging Means of Assessing Student Learning - Sponsored by Adobe Systems, Inc., An EDUCAUSE Silver Partner: October 24, 2007 | A session at the EDUCAUSE 2007 Annual Conference
Routine in business, data mining has unrealized potential in education. Sophisticated educational media enable the collection of rich data streams about individual learners. Analyzing these data st…
Insight Initiatives: January 1, 2007

© 2007 Mark David Milliron EDUCAUSE Review, vol. 42, no. 2 (March/April 2007): 68–69 Insight Initiatives Mark David Milliron Mark David Milliron serves as Suanne Davis Ro…
Intelligent Agents Providing Automated Student Assistance: January 18, 2007 | A session at the EDUCAUSE Mid-Atlantic Regional Conference 2007
An intelligent agent application that automatically provides always-on assistance for Blackboard, a popular course management system, has been developed. This system is able to assist students in a…
ELI Innovations & Implementations—Student Success Initiative, Montgomery County Community College: January 1, 2006

Montgomery County Community College is using technology to create a culture of evidence, drawing on campus-wide data and sharing information with other institutions to increase student retention. M…

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