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EDUCAUSE Library Items for Data Mining

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

Since the 1980s, higher education has spent hundreds of millions of dollars on administrative technologies to improve access to information. Institutions implemented new enterprise resource plann…
Academic Analytics: The Uses of Management Information and Technology in Higher Education - Key Findings: December 12, 2005

These Key Findings describe the major discoveries of the ECAR research study called "Academic Analytics: The Uses of Management Information and Technology in Higher Education". Since th…
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 …
2012 ECAR Study of Analytics in Higher Education: June 15, 2012

Key Findings Analytics is widely viewed as important, but data use at most institutions is still limited to reporting. Analytics programs are most successful when various constituents�…

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