Topic Modeling and Visualization for Big Data in Social Sciences.
Nitin SukhijaMahidhar TatineniNicole M. BrownMark Van MoerPaul RodríguezSpencer CallicottPublished in: UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016)
Keyphrases
- big data
- social sciences
- topic modeling
- data visualization
- data analysis
- topic models
- text mining
- latent dirichlet allocation
- cloud computing
- data processing
- opinion mining
- computer science
- data management
- big data analytics
- text classification
- knowledge discovery
- social media
- collaborative filtering
- vast amounts of data
- physical sciences
- business intelligence
- data science
- latent variables
- information processing
- data mining
- massive datasets
- feature space
- database systems
- data warehousing
- probabilistic model