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EDUCAUSE Library Items for Data Mining

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3D Phone Calls: the Fusion of Virtual Reality, Networking, Supercomputing, and Data Mining: January 1, 1999

Scientists, engineers, artists and archeologists have fully embraced networked computer visualization as a means to discover, communicate and educate. They generate and access massive data sets tha…
Growing an Economical Student Administration Datamart Using Common Tools: January 1, 2002

An ERP system like PeopleSoft Student Administration uses relational database tables. Even with query tools, extracting data and reporting is complicated. You can distill the data by addressing com…
Administrative Data and Curricular Support: The Sum Is Greater than the Parts: January 1, 2004

Skidmore College leveraged existing administrative data to automatically provide new discussion forums for every class, which led to changing the way we store and access administrative data to more…
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…
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…
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…
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…
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…
Designing a Dashboard to Rank CMS Usage: January 13, 2010 | A session at the EDUCAUSE Mid-Atlantic Regional Conference 2010
Drexel IT has an abiding interest in determining metrics about its course management system. Each term, we create an environment in Blackboard Vista for every section delivered. While we can keep t…

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