Extracting insights from social media with large-scale matrix approximations.
Vikas SindhwaniAmol GhotingEdison TingRichard D. LawrencePublished 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