Extracting insights from social media with large-scale matrix approximations.

Vikas Sindhwani Amol Ghoting Edison Ting Richard D. Lawrence

Published in: IBM J. Res. Dev. (2011)

Keyphrases

social media
real world
data mining
social networks
social media content
real life
singular value decomposition
matrix representation

automatically extracting
small scale
social networking
big data
online social networks
neural network
linear algebra
sufficient conditions

linear combination
low rank
automatically extracted
pairwise
approximation methods
data analysis
social media sites
data analytics

website
social media data
real world events
social media platforms
low rank matrix approximation
real time
stake holders