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For the past several years, EDUCAUSE publications have described the emergence of two complementary forces: (1) the growth of "academic analytics" in higher education and the knowledge services needed to support seamless sharing and leveraging of contextualized data/information; and (2) the escalating accountability demands that are driving performance measurement and improvement initiatives. These forces converged in the July/August 2007 issue of EDUCAUSE Review, which showcased their potentially transformative impacts on higher education

Por qué usar Data mining?

"The Effective Lifelong Learning Inventory (ELLI) research first identified, then devised a scientifically rigorous way of assessing the essential characteristics of effective lifelong learners." Shared during Feb 18, 2011 web conference with Simon Buckingham Shum

"VizThink is a global community for visual thinkers and communicators who like to get beyond words and believe that visuals can be an effective tool whether you're just trying to work through your ideas or working to get your message across as simply as possible." Shared by Adam Weisblatt during Feb 18, 2011 web conference with Simon Buckingham Shum

Slides from Feb 18, 2011 web conference Learning Analytics: Notes on the Future Simon Buckingham Shum, Knowledge Media Institute Open University UK

"Cohere is a visual tool to create, connect and share Ideas. Back them up with websites. Support or challenge them. Embed them to spread virally. Discover who - literally - connects with your thinking." From Feb 18, 2011 web conference with Simon Buckingham Shum

Knowledge Cartography: Software Tools and Mapping Techniques. (Eds.) Okada, A., Buckingham Shum, S. and Sherborne, T. Springer: Advanced Information and Knowledge Processing Series. ISBN: 978-1-84800-148-0"

Singapore's government has also provided substantial support for the Living Analytics Research Centre. The Centre, a research partnership between Carnegie Mellon and Singapore Management University, "seeks to make Singapore one of the world's premier locations for the development and applied use of real-time consumer and social analytics, as well as one of the world's leading centres for computational social science related R&D and education."