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EDUCAUSE Library Items for Data Mining

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Academic Analytics: The Uses of Management Information and Technology in Higher Education: December 12, 2005

Abstract Since the 1980s, higher education has spent hundreds of millions of dollars on administrative technologies to improve access to information. Institutions implemented new enterprise …
Business Intelligence: The Smart Way to Track Academic Collections: January 1, 2005

Good Ideas Business Intelligence: The Smart Way to Track Academic Collections Business intelligence can expand access to collections, improve their management, and provide easy generation o…
Long-Lived Digital Data Collections: Enabling Research and Education in the 21st Century: January 1, 2005

The primary purpose of this report is to frame the issues and to begin a broad discourse. Specifically, the NSB and NSF working together – with each fulfilling its respective responsibilities –…
A Framework For Internet Archeology: Discovering Use Patterns in Digital Library and Web–based Information Resources: January 1, 2005

Archeologists use artifacts to make statements about occupants of a physical space. Users of information resources leave behind data–based artifacts when they interact with a digital library or o…
Knowledge Management, Information Systems, and Organizations: September 28, 2004

This research bulletin demonstrates how knowledge management (KM), a human-centered approach to the integration of information systems within organizations, can be used to examine the overlapping…
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…
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…
Digital Dashboards: Driving Higher Education Decisions: September 16, 2003

Digital dashboards make it possible to keep or create up-to-date, critical information within easy reach of decision makers. Dashboards also enable the graphical presentation of complex instituti…
Digital Asset Management Systems: January 1, 2003

The author discusses how he sees digital asset management systems could grow in potential for use by higher education institutions. He feels they can eventually help to address 4 key areas 1) asset…
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…

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