SIGKDD Explorations

December 2012, Volume 14, Issue 2

Editor in Chief

Bart Goethals (University of Antwerp)

Associate Editors

Charu Aggarwal (IBM T.J. Watson Research Center)
Srinivasan Parthasarathy (Ohio State University)
Ankur M. Teredesai (University of Washington)

December 2012, Volume 14, Issue 2

EDITORIALS

Big Data Everywhere, and No SQL in Sight [1]
Usama F. Fayyad

ARTICLES

Mining Big Data: Current Status, and Forecast to the Future [1]
Wei Fan, Albert Bifet

Scaling Big Data Mining Infrastructure: The Twitter Experience [6]
Jimmy Lin, Dmitriy Ryaboy

Mining Heterogeneous Information Networks: A Structural Analysis Approach [20]
Yizhou Sun, Jiawei Han

Big Graph Mining: Algorithms and Discoveries [29]
U Kang, Christos Faloutsos

Mining Large Streams of User Data for Personalized Recommendations [37]
Xavier Amatriain

Outlier Ensembles [49]
Charu C. Aggarwal

Studying the source code of scientific research [59]
Graham Cormode, S. Muthukrishnan, Jinyun Yan

Discovering Interesting Information with Advances in Web Technology [63]
Richi Nayak, Pierre Senellart, Fabian M. Suchanek, and Aparna S. Varde

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