Issue 3-4/2016
Content (6 Articles)
Trends of Data Science
The good, the bad, and the ugly: uncovering novel research opportunities in social media mining
Huan Liu, Fred Morstatter, Jiliang Tang, Reza Zafarani
Review
Big data analytics on Apache Spark
Salman Salloum, Ruslan Dautov, Xiaojun Chen, Patrick Xiaogang Peng, Joshua Zhexue Huang
Regular Paper
Social-group-based ranking algorithms for cold-start video recommendation
Chunfeng Yang, Yipeng Zhou, Liang Chen, Xiaopeng Zhang, Dah Ming Chiu
Regular Paper
A new data science research program: evaluation, metrology, standards, and community outreach
Bonnie J. Dorr, Craig S. Greenberg, Peter Fontana, Mark Przybocki, Marion Le Bras, Cathryn Ploehn, Oleg Aulov, Martial Michel, E. Jim Golden, Wo Chang
Regular Paper
Exact and approximate Boolean matrix decomposition with column-use condition
Yuan Sun, Shiwei Ye, Yi Sun, Tsunehiko Kameda
Regular Paper
Backbone discovery in traffic networks
Sanjay Chawla, Kiran Garimella, Aristides Gionis, Dominic Tsang