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EDUCAUSE Library Items for Data Mining

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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�…
7 Things You Should Know About First-Generation Learning Analytics: December 6, 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…
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…
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 …
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 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…
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…
Austin Peay State University: Degree Compass: September 5, 2012

This case study from the EDUCAUSE book Game Changers describes the Degree Compass course recommendation system implemented at Austin Peay State University. The system adv…
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. …
Big Data's Arrival: February 6, 2012

This article from Inside Higher Ed by Paul Fain describes a WECT research project tracking students taking online courses. The research shows how tracking certain variables proves the usefulness…

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