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Educational Data Mining Recourses

in progress, welcome to contribute!

A collection of useful resources in Educational Data Mining

Content

<a href="" target=""_blank> ##Books HandBook of Educational Data Mining

<a href="http://www.amazon.com/The-One-World-Schoolhouse-Reimagined/dp/1455508373" target=""_blank>The One World Schoolhouse: Education Reimagined

##Conferences International Conference on Educational Data Mining

International Conference on Learning Analytics & Knowledge (LAK)

##Papers Baker, Ryan. "Data Mining for Education" (PDF). oxford, UK: Elsevier. Retrieved 9 February 2014

Romero, Cristóbal, and Sebastián Ventura. <a href="http://www.researchgate.net/publication/224160756_Educational_Data_Mining_A_Review_of_the_State_of_the_Art" target=""_blank>"Educational data mining: a review of the state of the art." Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on 40.6 (2010): 601-618.

Baker, Ryan SJD, and Kalina Yacef.<a href="http://educationaldatamining.org/JEDM/index.php/JEDM/article/view/8" target=""_blank> "The state of educational data mining in 2009: A review and future visions." JEDM-Journal of Educational Data Mining 1.1 (2009): 3-17.

Romero, Cristobal, and Sebastian Ventura.<a href="http://www.sciencedirect.com/science/article/pii/S0957417406001266" target=""_blank>"Educational data mining: A survey from 1995 to 2005." Expert systems with applications 33.1 (2007): 135-146.

Mining, Through Educational Data.<a href="http://tech.ed.gov/wp-content/uploads/2014/03/edm-la-brief.pdf" target=""_blank>"Enhancing Teaching and Learning Through Educational Data Mining and Learning Analytics: An Issue Brief." (2012).

The Knewton Platform: A General Purpose Adaptive Learning Infrastructure

Journal of Educational Data Mining

##Open Courses Big Data in Education, by Prof.Ryan Baker

##Talks

##Blogs The Knewton Blog

##Research Labs LearnLab,Pittsburgh Science of Learning Center

SRI International Education

Center for Educational Informatics, NC State University

##Researchers <a href="http://www.public.asu.edu/~kvanlehn/" target=""_blank>Kurt Vanlehn

<a href="http://www.columbia.edu/~rsb2162/" target=""_blank>Ryan Baker

##Companies Knewton

##Organizations International Educational Data Mining Society

Society for Learning Analytics Research (SoLAR)

EDUCAUSE ##Data PSLC DataShop

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